Engineered microorganisms with enhanced fermentation activity

ABSTRACT

Provided herein are genetically modified microorganisms that have enhanced fermentation activity, and methods for making and using such microorganisms.

RELATED PATENT APPLICATION(S)

This patent application is a continuation application which claims the benefit of international patent application no. PCT/US2010/041618 filed on Jul. 9, 2010, entitled ENGINEERED MICROORGANISMS WITH ENHANCED FERMENTATION ACTIVITY, naming Stephen Picataggio, Kirsty Anne Lily Salmon and Jose Miguel LaPlaza as inventors and designated by Attorney Docket No. VRD-1002-PC, which claims the benefit of (i) U.S. provisional patent application No. 61/224,430 filed on Jul. 9, 2009, entitled ENGINEERED MICROORGANISMS WITH ENHANCED FERMENTATION ACTIVITY, naming Stephen Picataggio as inventor and designated by Attorney Docket No. VRD-1002-PV; (ii) U.S. provisional patent application No. 61/316,780 filed on Mar. 23, 2010, entitled ENGINEERED MICROORGANISMS WITH ENHANCED FERMENTATION ACTIVITY, naming Stephen Picataggio as inventor and designated by Attorney Docket No. VRD-1002-PV2; and (iii) U.S. provisional patent application No. 61/334,097 filed on May 12, 2010, entitled ENGINEERED MICROORGANISMS WITH ENHANCED FERMENTATION ACTIVITY, naming Stephen Picataggio as inventor and designated by Attorney Docket No. VRD-1002-PV3. The entire content of the foregoing patent applications is incorporated herein by reference, including, without limitation, all text, tables and drawings.

SEQUENCE LISTING

The instant application contains a Sequence Listing which has been submitted in ASCII format via EFS-Web and is hereby incorporated by reference in its entirety. Said ASCII copy, created on Feb. 23, 2011, is named VRD10023.txt and is 489,257 bytes in size.

FIELD

The technology relates in part to genetically modified microorganisms that have enhanced fermentation activity, and methods for making and using such microorganisms.

BACKGROUND

Microorganisms employ various enzyme-driven biological pathways to support their own metabolism and growth. A cell synthesizes native proteins, including enzymes, in vivo from deoxyribonucleic acid (DNA). DNA first is transcribed into a complementary ribonucleic acid (RNA) that comprises a ribonucleotide sequence encoding the protein. RNA then directs translation of the encoded protein by interaction with various cellular components, such as ribosomes. The resulting enzymes participate as biological catalysts in pathways involved in production of molecules utilized or secreted by the organism.

These pathways can be exploited for the harvesting of the naturally produced products. The pathways also can be altered to increase production or to produce different products that may be commercially valuable. Advances in recombinant molecular biology methodology allow researchers to isolate DNA from one organism and insert it into another organism, thus altering the cellular synthesis of enzymes or other proteins. Such genetic engineering can change the biological pathways within the host organism, causing it to produce a desired product. Microorganic industrial production can minimize the use of caustic chemicals and production of toxic byproducts, thus providing a “clean” source for certain products.

SUMMARY

Provided herein are engineered microorganisms having enhanced fermentation activity. In certain non-limiting embodiments, such microorganisms are capable of generating a target product with enhanced fermentation efficiency by, for example, (i) preferentially utilizing a particular glycolysis pathway, which increases yield of a target product, upon a change in fermentation conditions; (ii) reducing cell division rates upon a change in fermentation conditions, thereby diverting nutrients towards production of a target product; (iii) having the ability to readily metabolize five-carbon sugars; and/or (iv) having the ability to readily metabolize carbon dioxide; and combinations of the foregoing. In some embodiments, a target product is ethanol or succinic acid.

Thus, provided in certain embodiments are engineered microorganisms that comprise: (a) a functional Embden-Meyerhoff glycolysis pathway that metabolizes six-carbon sugars under aerobic fermentation conditions, and (b) a genetic modification that reduces an Embden-Meyerhoff glycolysis pathway member activity upon exposure of the engineered microorganism to anaerobic fermentation conditions, whereby the engineered microorganisms preferentially metabolize six-carbon sugars by the Enter-Doudoroff pathway under the anaerobic fermentation conditions. In some embodiments, the genetic modification is insertion of a promoter into genomic DNA in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity. In certain embodiments, the genetic modification is provision of a heterologous promoter polynucleotide in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity. In some embodiments, the genetic modification is a deletion or disruption of a polynucleotide that encodes, or regulates production of, the Embden-Meyerhoff glycolysis pathway member, and the microorganism comprises a heterologous nucleic acid that includes a polynucleotide encoding the Embden-Meyerhoff glycolysis pathway member operably linked to a polynucleotide that down-regulates production of the member under anaerobic fermentation conditions. In certain embodiments, the Embden-Meyerhoff glycolysis pathway member activity is a phosphofructokinase activity, a phosphoglucose isomerase activity, or a phosphofructokinase activity and a phosphoglucose isomerase activity. In some embodiments, the activity of one or more (e.g., 2, 3, 4, 5 or more) pathway members in an EM pathway is reduced or removed to undetectable levels. In certain embodiments, one or more activities in an EM pathway, not mentioned herein, also can be modified to further enhance production of a desired product (e.g., alcohol).

Also provided in some embodiments are engineered microorganisms that comprise a genetic modification that inhibits cell division upon exposure to a change in fermentation conditions, where: the genetic modification comprises introduction of a heterologous promoter operably linked to a polynucleotide encoding a polypeptide that regulates the cell cycle of the microorganism; and the promoter activity is altered by the change in fermentation conditions. Provided also in certain embodiments are engineered microorganisms that comprise a genetic modification that inhibits cell division and/or cell proliferation upon exposure of the microorganisms to a change in fermentation conditions. In certain embodiments, the genetic modification inhibits cell division, inhibits cell proliferation, inhibits the cell cycle and/or induces cell cycle arrest. In some embodiments, the change in fermentation conditions is a switch to anaerobic fermentation conditions, and in certain embodiments, the change in fermentation conditions is a switch to an elevated temperature. In some embodiments, the polypeptide that regulates the cell cycle has thymidylate synthase activity. In certain embodiments, the promoter activity is reduced by the change in fermentation conditions. In some embodiments, the genetic modification is a temperature sensitive mutation.

Provided also in some embodiments are methods for manufacturing a target product produced by an engineered microorganism, which comprise: (a) culturing an engineered microorganism described herein under aerobic conditions; and (b) culturing the engineered microorganism after (a) under anaerobic conditions, whereby the engineered microorganism produces the target product. Also provided in some embodiments are methods for producing a target product by an engineered microorganism, which comprise: (a) culturing an engineered microorganism described herein under a first set of fermentation conditions; and (b) culturing the engineered microorganism after (a) under a second set of fermentation conditions different than the first set of fermentation conditions, whereby the second set of fermentation conditions inhibits cell division and/or cell proliferation of the engineered microorganism. In certain embodiments, the target product is ethanol or succinic acid. In some embodiments, the host microorganism from which the engineered microorganism is produced does not produce a detectable amount of the target product. In certain embodiments, the culture conditions comprise fermentation conditions, comprise introduction of biomass, comprise introduction of a six-carbon sugar (e.g., glucose), and/or comprise introduction of a five-carbon sugar (e.g., xylulose, xylose); or combinations of the foregoing. In some embodiments, the target product is produced with a yield of greater than about 0.3 grams per gram of glucose added, and in certain embodiments, a method comprises purifying the target product from the cultured microorganisms. In some embodiments, a method comprises modifying the target product, thereby producing modified target product. In certain embodiments, a method comprises placing the cultured microorganisms, the target product or the modified target product in a container, and in certain embodiments, a method comprises shipping the container. In some embodiments, the second set of fermentation conditions comprises an elevated temperature as compared to the temperature in the first set of fermentation conditions. In certain embodiments, the genetic modification inhibits the cell cycle of the engineered microorganism upon exposure to the second set of fermentation conditions. In some embodiments, the genetic modification inhibits cell proliferation, inhibits cell division, inhibits the cell cycle and/or induces cell cycle arrest upon exposure to the second set of fermentation conditions. In certain embodiments, the genetic modification inhibits thymidylate synthase activity upon exposure to the change in fermentation conditions, and sometimes the genetic modification comprises a temperature sensitive mutation.

Also provided in certain embodiments are methods for manufacturing an engineered microorganism, which comprise: (a) introducing a genetic modification to a host microorganism that reduces an Embden-Meyerhoff glycolysis pathway member activity upon exposure of the engineered microorganism to anaerobic conditions; and (b) selecting for engineered microorganisms that (i) metabolize six-carbon sugars by the Embden-Meyerhoff glycolysis pathway under aerobic fermentation conditions, and (ii) preferentially metabolize six-carbon sugars by the Entner-Doudoroff pathway under the anaerobic fermentation conditions. In some embodiments, the genetic modification is insertion of a promoter into genomic DNA in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity. The genetic modification sometimes is provision of a heterologous promoter polynucleotide in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity. In certain embodiments, the genetic modification is a deletion or disruption of a polynucleotide that encodes, or regulates production of, the Embden-Meyerhoff glycolysis pathway member, and the microorganism comprises a heterologous nucleic acid that includes a polynucleotide encoding the Embden-Meyerhoff glycolysis pathway member operably linked to a polynucleotide that down-regulates production of the member under anaerobic fermentation conditions. In some embodiments, the Embden-Meyerhoff glycolysis pathway member activity is a phosphofructokinase activity, and in certain embodiments, the Embden-Meyerhoff glycolysis pathway member activity is a phosphoglucose isomerase activity. In some embodiments, the activity of one or more (e.g., 2, 3, 4, 5 or more) pathway members in an EM pathway is reduced or removed to undetectable levels.

Provided also in some embodiments are methods for manufacturing an engineered microorganism, which comprise: (a) introducing a genetic modification to a host microorganism that inhibits cell division upon exposure to a change in fermentation conditions, thereby producing engineered microorganisms; and (b) selecting for engineered microorganisms with inhibited cell division upon exposure of the engineered microorganisms to the change in fermentation conditions. In certain embodiments, the change in fermentation conditions comprises a change to anaerobic fermentation conditions. The change in fermentation conditions sometimes comprises a change to an elevated temperature. In some embodiments, the genetic modification inhibits the cell cycle of the engineered microorganism upon exposure to the change in fermentation conditions. The genetic modification sometimes inhibits cell division, inhibits the cell cycle, inhibits cell proliferation and/or induces cell cycle arrest upon exposure to the change in fermentation conditions. In some embodiments, the genetic modification inhibits thymidylate synthase activity upon exposure to the change in fermentation conditions, and in certain embodiments, the genetic modification comprises a temperature sensitive mutation.

In certain embodiments pertaining to engineered microorganisms, and methods of making or using such microorganisms, the microorganism comprises a genetic modification that adds or alters a five-carbon sugar metabolic activity. In some embodiments, the microorganism comprises a genetic alteration that adds or alters xylose isomerase activity. In certain embodiments, the microorganism comprises a genetic alteration that adds or alters a xylose reductase (XR) activity and a xylitol dehydrogenase (XD) activity. In some embodiments, the microorganism comprises a xylulokinase (XK) activity. In certain embodiments, the microorganism comprises a genetic alteration that adds or alters five-carbon sugar transporter activity, and sometimes the transporter activity is a transporter facilitator activity or an active transporter activity. In some embodiments, the microorganism comprises a genetic alteration that adds or alters carbon dioxide fixation activity, and sometimes the genetic alteration that adds or alters phosphoenolpyruvate (PEP) carboxylase activity. In certain embodiments, the microorganism comprises a genetic modification that reduces or removes an alcohol dehydrogenase 2 activity. In certain embodiments, the microorganism comprises a genetic alteration that adds or alters a 6-phosphogluconate dehydrogenase (decarboxylating) activity. In some embodiments the microorganism is an engineered yeast, such as a Saccharomyces yeast (e.g., S. cerevisiae), for example.

In some embodiments, provided are nucleic acids, comprising a polynucleotide that encodes a polypeptide from Ruminococcus possessing a xylose to xylulose xylose isomerase activity, or a polypeptide possessing xylose reductase activity and xylitol dehydrogenase activity. In certain embodiments, provided are nucleic acids, comprising a polynucleotide that encodes a polypeptide possessing xylulokinase activity. Also provided in certain embodiments are expression vectors comprising a polynucleotide that encodes a polypeptide from Ruminococcus possessing a xylose isomerase activity. Also provided in some embodiments are expression vectors comprising a polynucleotide that encodes a polypeptide possessing a xylose reductase activity and xylitol dehydrogenase activity. Also provided in some embodiments are expression vectors comprising a polynucleotide that encodes a polypeptide possessing a xylulokinase activity. The polynucleotide sometimes includes one or more substituted codons, and in some embodiments, the one or more substituted codons are yeast codons (e.g., some or all codons are optimized with yeast codons (e.g., S. cerevisiae codons).

The polynucleotide sometimes includes a nucleotide sequence of SEQ ID NO: 29, 30, 32 or 33, fragment thereof, or sequence having 50% identity or greater (e.g., about 55, 60, 65, 70, 75, 80, 85, 90, 95% identity or greater) to the foregoing, and in certain embodiments the polypeptide includes an amino acid sequence of SEQ ID NO: 31, fragment thereof, or sequence having 75% identity or greater (e.g., about 80, 85, 90, 95% identity or greater) to the foregoing. In certain embodiments, a stretch of contiguous nucleotides of the polynucleotide is from another organism, and sometimes the stretch of contiguous nucleotides from the other organism is from a nucleotide sequence that encodes a polypeptide possessing a xylose isomerase activity. The other organism sometimes is a fungus, such as a Piromyces fungus (e.g., Piromyces strain E2 or another Piromyces strain) for example, and at times the stretch of contiguous nucleotides from the other organism is from SEQ ID NO: 34, or sequence having 50% identity or greater (e.g., about 55, 60, 65, 70, 75, 80, 85, 90, 95% identity or greater) to the foregoing. In some embodiments, the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 35, or sequence having 75% identity or greater (e.g., about 80, 85, 90, 95% identity or greater) to the foregoing. The stretch of contiguous nucleotides from the other organism sometimes is about 1% to about 30% (e.g., about 2, 3, 4, 5, 6, 7, 8, 9, 10, 15, 20, 25%) of the total number of nucleotides in the polynucleotide that encodes the polypeptide possessing xylose isomerase activity. In some embodiments, about 30 contiguous nucleotides from the polynucleotide from Ruminococcus are replaced by about 10 to about 20 nucleotides from the other organism. Sometimes, the contiguous stretch of polynucleotides from the other organism is at the 5′ end of the polynucleotide. In some embodiments, the polynucleotide includes a nucleotide sequence of SEQ ID NO: 55, 56, 57, 59 or 61, fragment thereof, or sequence having 50% identity or greater (e.g., about 55, 60, 65, 70, 75, 80, 85, 90, 95% identity or greater) to the foregoing. The polynucleotide sometimes encodes a polypeptide that includes an amino acid sequence of SEQ ID NO: 58, 60 or 62, fragment thereof, or sequence having 75% identity or greater (e.g., about 80, 85, 90, 95% identity or greater) to the foregoing. In some embodiments, the polynucleotide comprises one or more point mutations, and sometimes the point mutation is at a position corresponding to position 179 of the R. flavefaciens strain Siijpesteijn 1948 polypeptide having xylose isomerase activity (e.g., the point mutation is a glycine 179 to alanine point mutation). In certain embodiments, an expression vector includes a regulatory nucleotide sequence in operable linkage with the polynucleotide. A regulatory nucleotide sequence sometimes includes a promoter sequence (e.g., an inducible promoter sequence, constitutively active promoter sequence. In certain embodiments, provided are methods for preparing an expression vector of any one of embodiments H1 to H24, comprising: (i) providing a nucleic acid that contains a regulatory sequence, and (ii) inserting the polynucleotide into the nucleic acid in operable linkage with the regulatory sequence.

Thus, in some embodiments, provided are chimeric xylose isomerase enzymes, and polynucleotides that encode them, which include subsequences from two or more xylose isomerase donor sequences. The xylose isomerase donor sequences sometimes are naturally occurring native sequences from an organism, and sometimes are modified sequences. In certain embodiments, a subsequence from one donor may represent a majority of the chimeric xylose isomerase sequence (e.g., about 55% to about 99% of the chimeric xylose isomerase nucleotide or amino acid sequence (e.g., about 60, 65, 70, 75, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98%) or all but 30 or fewer nucleotides or amino acids of the chimeric sequence (e.g., all but about 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2 or 1 nucleotides or amino acids of the chimeric molecule). In some embodiments, a subsequence from one donor may represent a minority of the chimeric xylose isomerase sequence (e.g., about 1% to about 45% of the chimeric xylose isomerase nucleotide or amino acid sequence (e.g., about 40, 35, 30, 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2%) or about 1 to about 30 nucleotides or amino acids of the chimeric sequence (e.g., about 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2 or 1 nucleotides or amino acids of the chimeric molecule). In some embodiments, one or more donor sequences for a chimeric xylose isomerase molecule are from a xylose isomerase described in the following Table:

SEQ ID NO (nucleotide Accession Number sequence/amino (nucleotide sequence/ Organism Name (XI Donor) acid sequence) amino acid sequence) Clostridiales_genomosp. 104 and 109/112 YP_003474614.1 BVAB3 str UPII9-5 Ruminococcus flavefaciens 22 and 30/31 AJ132472/ CAB51938.1 Ruminococcus_FD1 102 and 107/110 ZP_06143883.1 Ruminococcus_18P13 103 and 108/111 CBL17278.1 Thermus thermophilus 106 P26997.1 Bacillus stercoris 105 ZP_02435145.1 Clostridium cellulolyticum 101 YP_002507697.1 Bacillus uniformis 100 ZP_02069286.1 Bacillus stearothermophilus 99 ABI49954.1 Bacteroides thetaiotaomicron 98 NP_809706.1 Clostridium 97 P22842.1 thermohydrosulfuricum Orpinomyces sp. ukk1 96 ACA65427.1 Clostridium phytofermentans 95 YP_001558336.1 Escherichia coli 94 Piromyces strain E2 24 and 34 and AJ249909/ 93/35 CAB76571.1 or a nucleotide sequence or amino acid sequence that is (a) about 80% or more identical to one of the foregoing sequences referenced in the Table (e.g., about 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99% identical), and/or (b) has about 1 to about 20 nucleotide or amino acid modifications (e.g., substitutions, deletions or insertions) relative to one of the foregoing sequences referenced in the Table (e.g., about 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19 nucleotide or amino acid modifications). In certain embodiments, (a) the majority of a chimeric xylose isomerase molecule is from a Ruminococcus xylose isomerase described in the foregoing Table (e.g., about 80% or more of the nucleotides or amino acids of the chimeric molecule (e.g., about 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99% of the nucleotides or amino acids) or all but about 30 of the nucleotides or amino acids in the chimeric molecule (e.g., all but about 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2 or 1 nucleotides or amino acids of the chimeric molecule)), and (b) a minority of the chimeric xylose isomerase is from a xylose isomerase of another organism (e.g., about 20% or fewer of the nucleotides or amino acids of the chimeric molecule (e.g., about 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1% of the nucleotides or amino acids) or about 30 of the nucleotides or amino acids in the chimeric molecule (e.g., about 25, 24, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2 or 1 nucleotides or amino acids of the chimeric molecule)). In the latter embodiments, the minority of the chimeric xylose isomerase sometimes is from a xylose isomerase referenced in the foregoing Table, such as a xylose isomerase from the Piromyces strain, for example. In some embodiments, a donor sequence includes one or more nucleotide or amino acid mutations, examples of which are described herein.

In some embodiments, provided are nucleic acids, including a polynucleotide that includes a first stretch of contiguous nucleic acids from a first organism and a second stretch of contiguous nucleic acids from a second organism, where the polynucleotide encodes a polypeptide possessing a xylose to xylulose xylose isomerase activity. In certain embodiments, an expression vector, comprising a polynucleotide that includes a first stretch of contiguous expression vectors from a first organism and a second stretch of contiguous expression vectors from a second organism, where the polynucleotide encodes a polypeptide possessing a xylose to xylulose, xylose isomerase activity. In some embodiments, the first organism and the second organism are the same, and in certain embodiments, the first organism and the second organism are different. In some embodiments, the first stretch of contiguous nucleotides and the second stretch of contiguous nucleotides independently are selected from nucleotide sequence that encodes a polypeptide having xylose isomerase activity. In certain embodiments, the first organism is a bacterium. In some embodiments, the bacterium is a Ruminococcus bacterium, and in certain embodiments, the bacterium is a Ruminococcus flavefaciens bacterium (e.g., Ruminococcus flavefaciens strain 17, Ruminococcus flavefaciens strain Siijpesteijn 1948, Ruminococcus flavefaciens strain FD1, Ruminococcus flavefaciens strain 18P13). In some embodiments, the stretch of contiguous nucleotides is from SEQ ID NO: 29, 30, 32, 33, or a sequence having 50% identity or greater (e.g., about 55, 60, 65, 70, 75, 80, 85, 90, 95% identity or greater) to the foregoing. In certain embodiments, the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 31, or a sequence having 75% identity or greater (e.g., about 80, 85, 90, 95% identity or greater) to the foregoing. In certain embodiments, the second organism is a fungus. In some embodiments, the fungus is a Piromyces fungus, and in some embodiments, the fungus is a Piromyces strain E2 fungus. In certain embodiments, the stretch of contiguous nucleotides is from SEQ ID NO: 34, or a sequence having 50% identity or greater (e.g., about 55, 60, 65, 70, 75, 80, 85, 90, 95% identity or greater) to the foregoing. In some embodiments, the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 35, or a sequence having 75% identity or greater (e.g., about 80, 85, 90, 95% identity or greater) to the foregoing. In certain embodiments, the polynucleotide includes one or more substituted codons. In some embodiments, the one or more substituted codons are yeast codons. In certain embodiments, the stretch of contiguous nucleotides from the first organism or second organism is about 1% to about 30% (e.g., about 2, 3, 4, 5, 6, 7, 8, 9, 10, 15, 20, 25%) of the total number of nucleotides in the polynucleotide that encodes the polypeptide possessing xylose isomerase activity. In some embodiments, the stretch of contiguous nucleotides from the second organism is about 1% to about 30% (e.g., about 2, 3, 4, 5, 6, 7, 8, 9, 10, 15, 20, 25) of the total number of nucleotides in the polynucleotide, the polynucleotide includes a nucleotide sequence of SEQ ID NO: 55, 56, 57, 59 or 61, fragment thereof, or sequence having 50% identity or greater (e.g., about 55, 60, 65, 70, 75, 80, 85, 90, 95% identity or greater) to the foregoing. In certain embodiments, the polynucleotide encodes a polypeptide that includes an amino acid sequence of SEQ ID NO: 58, 60 or 62, fragment thereof, or sequence having 75% identity or greater (e.g., about 80, 85, 90, 95% identity or greater) to the foregoing. In some embodiments, the expression vector can include one or more point mutations. In certain embodiments, the point mutation is at a position corresponding to position 179 of R. flavefaciens polypeptide having xylose isomerase activity. In some embodiments, the point mutation is a glycine 179 to alanine point mutation.

In certain embodiments, the microbes described herein can be used in fermentation methods. In some embodiments, a method includes, contacting a microbe described herein with a feedstock comprising a five carbon molecule under conditions for generating ethanol. In certain embodiments, the five carbon molecule includes xylose. In some embodiments, about 15 grams per liter of ethanol, or more, is generated within about 372 hours. In certain embodiments, about 2.0 grams per liter dry cell weight, or more, is generated within about 372 hours.

In some embodiments, provided are nucleic acids, including a polynucleotide that includes a first stretch of contiguous nucleic acids from a first organism and a second stretch of contiguous nucleic acids from a second organism, where the polynucleotide encodes a polypeptide possessing a phosphogluconate dehydratase activity. In certain embodiments, an expression vector, comprising a polynucleotide that includes a first stretch of contiguous expression vectors from a first organism and a second stretch of contiguous expression vectors from a second organism, where the polynucleotide encodes a polypeptide possessing a phosphogluconate dehydratase activity. In some embodiments, the first organism and the second organism are the same, and in certain embodiments, the first organism and the second organism are different. In some embodiments, the first stretch of contiguous nucleotides and the second stretch of contiguous nucleotides independently are selected from nucleotide sequence that encodes a polypeptide having a phosphogluconate dehydratase activity.

In some embodiments, provided are nucleic acids, including a polynucleotide that includes a first stretch of contiguous nucleic acids from a first organism and a second stretch of contiguous nucleic acids from a second organism, where the polynucleotide encodes a polypeptide possessing a 2-keto-3-deoxygluconate-6-phosphate aldolase activity. In certain embodiments, an expression vector, comprising a polynucleotide that includes a first stretch of contiguous expression vectors from a first organism and a second stretch of contiguous expression vectors from a second organism, where the polynucleotide encodes a polypeptide possessing a 2-keto-3-deoxygluconate-6-phosphate aldolase activity. In some embodiments, the first organism and the second organism are the same, and in certain embodiments, the first organism and the second organism are different. In some embodiments, the first stretch of contiguous nucleotides and the second stretch of contiguous nucleotides independently are selected from nucleotide sequence that encodes a polypeptide having a 2-keto-3-deoxygluconate-6-phosphate aldolase activity.

In certain embodiments, the expression vector includes a regulatory nucleotide sequence in operable linkage with the polynucleotide. In some embodiments, the regulatory nucleotide sequence comprises a promoter sequence. In certain embodiments, the promoter sequence is an inducible promoter sequence. In some embodiments, the promoter sequence is a constitutively active promoter sequence. In certain embodiments, a method for preparing an expression vector as described herein, includes (i) providing a nucleic acid that contains a regulatory sequence, and (ii) inserting the polynucleotide into the nucleic acid in operable linkage with the regulatory sequence. In some embodiments, a microbe as described herein includes the nucleic acid of anyone of the foregoing embodiments. In certain embodiments, a microbe includes an expression vector of any one of the foregoing embodiments. In some embodiments, the microbe is a yeast. In certain embodiments, the microbe is a Saccharomyces yeast, and in some embodiments, the microbe is a Saccharomyces cerevisiae yeast.

In various embodiments, provided herein is a nucleic acid comprising polynucleotide subsequences that encode a phosphogluconate dehydratase enzyme (e.g., EDD), a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme (e.g., EDA), a transaldolase enzyme (e.g., TAL1), a transketolase enzyme (e.g., TKL1, TKL2, or TKL1 and TKL2), a glucose-6-phosphate dehydrogenase enzyme (e.g., ZWF1), a 6-phosphogluconolactonase enzyme (e.g., SOL3, SOL4, or SOL3 and SOL4) and a xylose isomerase enzyme or a xylose reductase (XR) enzyme and a xylitol dehydrogenase (XD) enzyme, and a xylulokinase (XK) enzyme. In some embodiments, polynucleotide subsequences encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. (e.g., Escherichia coli) or Pseudomonas spp. (e.g., Pseudomonas aeruginosa), and in certain embodiments, the polynucleotide encoding the phosphogluconate dehydratase enzyme and/or the 3-deoxygluconate-6-phosphate aldolase enzyme is a chimeric polynucleotide that includes part of such a sequence and part of another phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme sequence (e.g., from a different organism). In certain embodiments, the polynucleotide subsequence that encodes the xylose isomerase enzyme is from a Ruminococcus spp. (e.g., Ruminococcus flavefaciens), and in some embodiments, is a chimeric polynucleotide that includes part of such a sequence and part of another xylose isomerase sequence (e.g., from a Piromyces spp.). Non-limiting examples of xylose isomerase chimeric sequences are described herein. In some embodiments, a nucleic acid includes a polynucleotide subsequence that encodes a glucose-6-phosphate dehydrogenase enzyme (e.g., ZWF1) and/or a polynucleotide subsequence that encodes a 6-phosphogluconolactonase enzyme (e.g., SOL3/SOL4). In certain embodiments, the polynucleotide subsequences that encode the glucose-6-phosphate dehydrogenase enzyme and the 6-phosphogluconolactonase enzyme are from a yeast, non-limiting examples of which are Saccharomyces spp. (e.g., Saccharomyces cerevisiae). In some embodiments, a nucleic acid includes a polynucleotide subsequence that encodes a glucose transporter (e.g., GAL2, GXS1, GXF1, HXT7). In certain embodiments, the polynucleotide subsequence that encodes the glucose transporter is from a yeast, non-limiting examples of which are Saccharomyces spp. (e.g., Saccharomyces cerevisiae). In some embodiments, a nucleic acid includes a polynucleotide subsequence that alters the activity of 6-phosphogluconate dehydrogenase (decarboxylating) enzyme (e.g., GND1, GND2). In certain embodiments, the polynucleotide subsequences that alter the activity of 6-phosphogluconate dehydrogenase (decarboxylating) enzyme are from a yeast. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, a 6-phosphogluconate dehydrogenase (decarboxylating) enzyme. In some embodiments, a nucleic acid includes a polynucleotide subsequence that disrupts a phosphoglucose isomerase enzyme (e.g., PGI1). In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, a phosphoglucose isomerase enzyme. In some embodiments, a nucleic acid includes a polynucleotide subsequence that encodes a transaldolase enzyme (e.g., TAL1). In certain embodiments, the polynucleotide subsequences that encode the transaldolase enzyme are from a yeast, non-limiting examples of which are Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, transaldolase enzyme. In some embodiments, a nucleic acid includes a polynucleotide subsequence that encodes a transketolase enzyme (e.g., TKL1, TKL2, or TKL1 and TKL2). In certain embodiments, the polynucleotide subsequences that encode the transketolase enzyme are from a yeast, non-limiting examples of which are Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, transketolase enzyme.

In some embodiments, a nucleic acid includes one or more promoters operable in a yeast (e.g., Saccharomyces spp. (e.g., Saccharomyces cerevisiae), and in operable connection with one or more polynucleotide subsequences described above. Such promoters often are constitutively active and sometimes are operable under anaerobic and aerobic conditions. Non-limiting examples of promoters include those that control glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1). A nucleic acid can be one or two nucleic acids in some embodiments, and each nucleic acid can include one or two or more of the polynucleotide subsequences and or promoters described above. A nucleic acid can be in circular (e.g., plasmid) or linear form, in some embodiments, and sometimes functions as an expression vector. In some embodiments, a nucleic acid functions as a tool for integrating the polynucleotide subsequences, and optionally promoter sequences, included in the nucleic acid, into genomic DNA of a host organism.

In some embodiments, provided herein is an engineered microbe comprising heterologous polynucleotide subsequences that encode a phosphogluconate dehydratase enzyme (e.g., EDD), a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme (e.g., EDA), a xylose isomerase enzyme or a xylose reductase (XR) enzyme and a xylitol dehydrogenase (XD) enzyme, and a xylulokinase (XK) enzyme. In certain embodiments, the microbe is a yeast, non-limiting examples of which are Saccharomyces spp. (e.g., Saccharomyces cerevisiae). In some embodiments, polynucleotide subsequences encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. (e.g., Escherichia coli) or Pseudomonas spp. (e.g., Pseudomonas aeruginosa), and in certain embodiments, the polynucleotide encoding the phosphogluconate dehydratase enzyme and/or the 3-deoxygluconate-6-phosphate aldolase enzyme is a chimeric polynucleotide that includes part of such a sequence and part of another phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme sequence (e.g., from a different organism). In certain embodiments, the polynucleotide subsequence that encodes the xylose isomerase enzyme is from a Ruminococcus spp. (e.g., Ruminococcus flavefaciens), and in some embodiments, is a chimeric polynucleotide that includes part of such a sequence and part of another xylose isomerase sequence (e.g., from a Piromyces spp.). Non-limiting examples of xylose isomerase chimeric sequences are described herein. In some embodiments, the engineered microbe expresses a glucose-6-phosphate dehydrogenase enzyme (e.g., ZWF1) and/or a 6-phosphogluconolactonase enzyme (e.g., SOL3/SOL4). In certain embodiments, the polynucleotide subsequences that encode the glucose-6-phosphate dehydrogenase enzyme and the 6-phosphogluconolactonase enzyme are from a yeast, non-limiting examples of which are Saccharomyces spp. (e.g., Saccharomyces cerevisiae). In certain embodiments, the polynucleotide subsequences that disrupt the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme are from a yeast. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, a 6-phosphogluconate dehydrogenase (decarboxylating) enzyme.

Thus, an engineered microbe sometimes expresses higher-than-normal levels (e.g., over-express) of an endogenous glucose-6-ph6-phosphogluconolactonase enzyme glucose-6-phosphate dehydrogenase enzyme (e.g., under control of a constitutive promoter, or multiple copies of the nucleotide subsequences that encode such enzymes are inserted in the microbe). In some embodiments, the engineered microbe includes a polynucleotide subsequence that encodes a glucose transporter (e.g., GAL2, GSX1, GXF1, HXT7). In certain embodiments, the polynucleotide subsequence that encodes the glucose transporter is from a yeast, non-limiting examples of which are Saccharomyces spp. (e.g., Saccharomyces cerevisiae). Thus, an engineered microbe sometimes expresses higher-than-normal levels (e.g., over-express) of one or more endogenous glucose transport enzymes (e.g., under control of a constitutive promoter, or multiple copies of the nucleotide subsequences that encode such enzymes are inserted in the microbe). In some embodiments, the engineered microbe includes a genetic alteration that reduces the activity of an endogenous phosphofructokinase enzyme activity. In certain embodiments, a polynucleotide subsequence that encodes such an enzyme is altered such that enzyme activity is significantly reduced or not detectable in the engineered microbe. In some embodiments, a nucleic acid includes a polynucleotide subsequence that alters the activity of 6-phosphogluconate dehydrogenase (decarboxylating) enzyme (e.g., GND1, GND2). In certain embodiments, the polynucleotide subsequences that alter the activity of 6-phosphogluconate dehydrogenase (decarboxylating) enzyme are from a yeast. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, a 6-phosphogluconate dehydrogenase (decarboxylating) enzyme. In some embodiments, a nucleic acid includes a polynucleotide subsequence that alters a phosphoglucose isomerase enzyme (e.g., PGI1) activity. In certain embodiments, the polynucleotide subsequences that alter the phosphoglucose isomerase enzyme are from a yeast. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, a phosphoglucose isomerase enzyme. In some embodiments, a nucleic acid includes a polynucleotide subsequence that alters a transaldolase enzyme (e.g., TAL1). In certain embodiments, the polynucleotide subsequences that alter the transaldolase enzyme activity, increase the transaldolase activity, and in some embodiments the polynucleotide sequences are from a yeast, non-limiting examples of which are Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida. In certain embodiments, the polynucleotide subsequences that alter transaldolase enzyme activity, decrease the transaldolase activity. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, transaldolase enzyme. In some embodiments, a nucleic acid includes a polynucleotide subsequence that alters a transketolase enzyme (e.g., TKL1, TKL2, or TKL1 and TKL2). In certain embodiments, the polynucleotide subsequences that alter the transketolase enzyme increase transketolase activity and in some embodiments, the polynucleotide sequences are from a yeast, non-limiting examples of which are Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida. In certain embodiments, the polynucleotide subsequences that alter transketolase enzyme activity, decrease the transketolase activity. In some embodiments, a nucleic acid includes a polynucleotide subsequence that decreases expression of, or disrupts, transketolase enzyme.

In some embodiments, the engineered microbe includes one or more promoters operable in a yeast (e.g., Saccharomyces spp. (e.g., Saccharomyces cerevisiae), and in operable connection with one or more polynucleotide subsequences described above. Such promoters often are constitutively active and sometimes are operable under anaerobic and aerobic conditions. Non-limiting examples of promoters include those that control glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1). The polynucleotide sequences and promoters described above sometimes are non-stably associated with the microbe (e.g., they are in a non-integrated nucleic acid (e.g., a plasmid), and in some embodiments, are integrated in genomic DNA of the microbe. In some embodiments, the polynucleotide sequences are integrated in a transposition integration event, a homologous recombination integration event or a transposition integration event and a homologous recombination integration event. In some embodiments, a transposition integration event includes transposition of an operon comprising two or more of the polynucleotide subsequences and/or promoters described above. In certain embodiments, a homologous recombination integration event includes homologous recombination of an operon comprising two or more of the polynucleotide subsequences and or promoters described above. In certain embodiments, provided are methods for producing xylulose and/or ethanol using an engineered microbe described above, which comprise contacting the engineered microbe with a medium (e.g., feedstock) under conditions in which the microbe synthesizes xylulose and/or ethanol. In some embodiments, the engineered microbe synthesizes xylulose and/or ethanol to about 85% to about 99% of theoretical yield (e.g., about 86%, 87%, 88%, 89%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99% of theoretical xylulose and/or ethanol yield). In some embodiments, the medium (e.g., feedstock) contains a six-carbon sugar (e.g., hexose, glucose) and/or a five-carbon sugar (e.g., pentose, xylose). In certain embodiments, the ethanol is separated and/or recovered from the engineered microorganism.

Additional embodiments can be found in Example 42: Examples of the embodiments. Certain embodiments are described further in the following description, examples, claims and drawings.

BRIEF DESCRIPTION OF THE DRAWINGS

The drawings illustrate embodiments of the technology and are not limiting. For clarity and ease of illustration, the drawings are not made to scale and, in some instances, various aspects may be shown exaggerated or enlarged to facilitate an understanding of particular embodiments.

FIG. 1 depicts a metabolic pathway that produces ethanol as by product of cellular respiration. The solid lines represent activities present in the Embden-Meyerhoff pathway (e.g., aerobic respiration). Dashed lines represent activities associated with the Entner-Doudoroff pathway (e.g., anaerobic respiration). One or both pathways often can be operational in a microorganism. The level of activity of each pathway can vary from organism to organism. The arrow from FBP (e.g., Fructose-1,6-bisphosphate, also referred to as F-1,6-BP) to G3P (e.g., glcyeraldehyde-3-phosphate), illustrates wild type levels of conversion of FBP to two molecules of G3P. In the embodiments shown in FIGS. 2, 3 and 5 a smaller arrow from FBP to G3P is illustrated, indicating reduced or no conversion of FBP to G3P. The reduction in conversion of FBP to G3P illustrated in FIGS. 2, 3 and 5 is a result of the reduction or elimination of the previous activity that converts fructose-6-phosphate (F6P) to FBP (e.g., the activity of PFK).

FIG. 2 depicts an engineered metabolic pathway that can be used to produce ethanol more efficiently in a host microorganism in which the pathway has been engineered. The solid lines in FIGS. 2-5 represent the metabolic pathway naturally found in a host organism (e.g., Saccharomyces cerevisiae, for example). The dashed lines in FIGS. 2-5 represent a novel activity or pathway engineered into a microorganism to allow increased ethanol production efficiency. In FIG. 2 the activity of an enzyme in the Embden-Meyerhoff pathway, phosphofructokinase (e.g., PFK) is permanently or temporarily reduced or eliminated. The inactivation is shown as the “X” in FIG. 2. Disruption of the activity of PFK serves to inactivate the Embden-Meyerhoff pathway (EM pathway). To allow cells to survive with a non-functional PFK, two activities from the Entner-Doudoroff pathway (ED pathway) have been introduced into a host organism engineered with the reduced or non-functional EM pathway. The introduced activities allow survival with an inactivated EM pathway in addition to increased efficiency of ethanol production.

FIG. 3 depicts an engineered metabolic pathway that can be used to produce ethanol using xylose as a carbon source by introducing the activity into a microorganism. The engineered microorganism can convert xylose to xylulose in a single reaction using the introduced xylose isomerase activity. Xylose also can be metabolized by the combined activities of xylose reductase, and xylitol dehydrogenase, as depicted in FIG. 20. Xylulose then can be fermented to ethanol by entering the EM pathway. Engineered microorganisms also can use the increased efficiency of ethanol production associated with inactivation of the EM pathway and introduction of activities of the ED pathway, shown in FIG. 2 and discussed below. The ability to utilize xylose efficiently (e.g., concurrently with six-carbon sugars or prior to the depletion of six-carbon sugars) can be provided by the introduction of the novel activities, xylose isomerase, or xylose reductase and xylitol dehydrogenase.

FIG. 4 depicts an engineered metabolic pathway that can be used to increase the efficiency of ethanol production (and other products) by introducing the ability to fix atmospheric carbon dioxide into a microorganism. The engineered microorganism can incorporate or fix atmospheric carbon dioxide into organic molecules using the introduced phosphoenolpyruvate carboxylase activity. Carbon dioxide incorporated in this manner can be used as an additional carbon source that can increase production of many organic molecules, including ethanol. Non-limiting examples of other products whose production can benefit from carbon fixation include; pyruvate, oxaloacetate, glyceraldehyde-3-phosphate and the like. The pathway depicted in FIG. 4 illustrates the introduction of the novel carbon dioxide fixation activity in the background of a fully functional EM pathway, and an introduced ED pathway. It is understood the introduction of the carbon fixation activity can benefit microorganisms that have no other modifications to any metabolic pathways. It also is understood that microorganism modified in one, or multiple, other metabolic pathways can benefit from the introduction of a carbon fixation activity.

FIG. 5 shows a combination of some engineered metabolic pathways described herein. The combination of engineered metabolic pathways shown in FIG. 5 can provide significant increases in the production of ethanol (or other products) when compared to the wild type organism or organisms lacking one, two, three or more of the modifications. Other combinations of engineered metabolic pathways not shown in FIG. 5 are possible, including but not limited to, combinations including increased alcohol tolerance, modified alcohol dehydrogenase 2 activity and/or modified thymidylate synthase activity, as described herein. Therefore, FIG. 5 also illustrates an embodiment of a method for generating an engineered microorganism with the ability to produce a greater amount of target product comprising expressing one or more genetically modified activities, described herein, in a host organism that produces the desired target (e.g., ethanol, pyruvate, oxaloacetate and the like, for example) via one or more metabolic pathways. In some embodiments, the combination of metabolic pathways includes those depicted in FIG. 5 in addition to combinations including one, two or three of the following activities; increased alcohol tolerance, modified alcohol dehydrogenase 2 activity and modified thymidylate synthase activity.

FIG. 6 shows DNA and amino acid sequence alignments for the nucleotide sequences of EDA (FIG. 6A, 6B) (SEQ ID NOS 670-677, respectively, in order of appearance) and EDD (FIG. 6C, 6D) (SEQ ID NOS 678-685, respectively, in order of appearance) genes from Zymomonas mobilis (native and optimized) and Escherichia coli.

FIG. 7 shows a representative western blot used to detect the presence of an enzyme associated with an activity described herein.

FIG. 8 illustrates schematic representations of native, modified and chimeric xylose isomerase genes.

FIG. 9 shows a representative Western blot used to detect gene products.

FIG. 10 graphically illustrates a comparison of specific activities of engineered mutant xylose isomerase enzymes. Results are presented as percent activity over wild type (WT) activity. Experimental details and results of the kinetic assays are present in Example 12.

FIG. 11 illustrates comparative growth analysis results of yeast strains carrying vector only or a vector containing native Ruminococcus xylose isomerase, grown on media containing xylose. Experimental details and results of the growth assays are described in Example 13.

FIG. 12 illustrates comparative growth analysis results and measurement of ethanol production in yeast strains carrying vector only or a vector containing native Ruminococcus xylose isomerase. Growth of cells is shown by the lines connected by “diamonds” (vector with xylose isomerase) or “squares” (vector only). Ethanol production is shown by the lines connected by “x's” (vector with xylose isomerase) or “circles” (vector only). Experimental conditions and results are described in Example 13.

FIGS. 13A and 13B show representative Western blots used to detect levels of various exogenous EDD and EDA gene combinations expressed in a host organism. Experimental conditions and results are described in Example 17.

FIG. 14 graphically displays the relative activities of the various EDD/EDA combinations generated as described in Example 18.

FIG. 15 graphically represents the fermentation efficiency of engineered yeast strains carrying exogenous EDD/EDA gene combinations. Vector=p426GPD/p425GPD; EE=EDD-E. coli/EDA-E. coli, EP=EDD-E. coli/EDA-PAO1; PE=EDD-PAO1/EDA-E. coli, PP=EDD-PAO1/EDA-PAO1. Experimental conditions and results are described in Example 19.

FIGS. 16A and 16B graphically illustrate fermentation data (e.g., cell growth, glucose usage and ethanol production) for engineered yeast strains generated as described herein. FIG. 16A illustrates the fermentation data for engineered strain BF428 (BY4742 with vector controls), and FIG. 16B illustrates the fermentation data for engineered strain BF591 (BY4742 with EDD-PAO1/EDA-PAO1). Experimental conditions and results are described in Example 20.

FIGS. 17A and 17B graphically illustrate fermentation data for engineered yeast strains described herein. FIG. 17A illustrates the fermentation data for engineered strain BF738 (BY4742 tal1 with vector controls p426GPD and p425GPD). FIG. 17B illustrates the fermentation data for engineered strain BF741 (BY4742 tal1 with plasmids pBF290 (EDD-PAO1) and pBF292 (EDA-PAO1). Experimental conditions and results are described in Example 21.

FIGS. 18A and 18B graphically illustrate fermentation data for engineered yeast strains as described herein. FIG. 18A illustrates the fermentation data for BF740 grown on 2% dextrose, and FIG. 18B illustrates the fermentation data for BF743 grown on 2% dextrose. Strain descriptions, experimental conditions and results are described in Example 22.

FIG. 19 graphically illustrates the results of coupled assay kinetics for single plasmid and two plasmid edd/eda expression vector systems. Vector construction and experimental conditions are described in Example 24.

FIG. 20 depicts an engineered metabolic pathway that can be used to produce ethanol using xylose as a carbon source by introducing the activity into a microorganism. The engineered microorganism can convert xylose to xylulose by the activities of xylose reductase and xylitol dehydrogenase. Xylose also can be metabolized by the combined activities of xylose reductase, and xylitol dehydrogenase, as depicted in FIG. 20. Xylulose then can be fermented to ethanol by entering the EM pathway. Engineered microorganisms also can use the increased efficiency of ethanol production associated with inactivation of the EM pathway and introduction of activities of the ED pathway, shown in FIG. 2 and discussed below. The ability to utilize xylose efficiently (e.g., concurrently with six-carbon sugars or prior to the depletion of six-carbon sugars) can be provided by the introduction of the novel activities, xylose isomerase, or xylose reductase and xylitol dehydrogenase.

FIG. 21 graphically illustrates the results of xylose isomerase chimera generated with various 5′ edge sequences. Experimental methods and results are described in Example 28.

FIG. 22 shows the results of western blots performed on xylose isomerase chimera generated with various 5′ edge sequences. Experimental methods and results are described in Example 28.

FIG. 23 shows a western blot of E. coli crude extract illustrated the presence of the EDD protein at the expected size. Lane 1 is a standard size ladder (Novex Sharp standard), Lane 2 is 1 μg BF1055 cell lysate, Lane 3 is 10 μg BF1055 cell lysate, Lane 4 is 1.5 μg BF1706 cell lysate, Lane 5 is 15 μg BF1706 cell lysate. Experimental methods and results are described in Example 34.

FIG. 24 graphically illustrates the results of activity evaluations of EDA genes expressed in yeast. Experimental methods and results are described in Example 34.

FIG. 25 graphically illustrates the specific activity of various xylose isomerase candidate activities. Experimental methods and results are described in Example 41.

DETAILED DESCRIPTION

Ethanol is a two carbon, straight chain, primary alcohol that can be produced from fermentation (e.g., cellular respiration processes) or as a by-product of petroleum refining. Ethanol has widespread use in medicine, consumables, and in industrial processes where it often is used as an essential solvent and a precursor, or feedstock, for the synthesis of other products (e.g., ethyl halides, ethyl esters, diethyl ether, acetic acid, ethyl amines and to a lesser extent butadiene, for example). The largest use of ethanol, worldwide, is as a motor fuel and fuel additive. Greater than 90% of the cars produced world wide can run efficiently on hydrous ethanol (e.g., 95% ethanol and 5% water). Ethanol also is commonly used for production of heat and light.

World production of ethanol exceeds 50 gigaliters (e.g., 1.3×10¹⁰ US gallons), with 69% of the world supply coming from Brazil and the United States. The United States fuel ethanol industry is based largely on corn biomass. The use of corn biomass for ethanol production may not yield a positive net energy gain, and further has the potential of diverting land that could be used for food production into ethanol production. It is possible that cellulosic crops may displace corn as the main fuel crop for producing bio-ethanol. Non-limiting examples of cellulosic crops and waste materials include switchgrass and wood pulp waste from paper production and wood milling industries.

Biomass produced in the paper pulping and wood milling industries contains both 5 and six-carbon sugars. Use of this wasted biomass could allow production of significant amounts of bio-fuels and products, while reducing the use of land that could be used for food production. Predominant forms of sugars in the biomass produced in wood and paper pulping and wood milling industries are glucose and xylose.

Provided herein are methods for producing ethanol, ethanol derivatives and/or conjugates and other organic chemical intermediates (e.g., pyruvate, acetaldehyde, glyceraldehyde-3-phospate, and the like) using biological systems. Such production systems may have significantly less environmental impact and could be economically competitive with current manufacturing systems. Thus, provided herein are methods for manufacturing ethanol and other organic chemical intermediates by engineered microorganisms. In some embodiments microorganisms are engineered to contain at least one heterologous gene encoding an enzyme, where the enzyme is a member of a novel pathway engineered into the microorganism. In certain embodiments, an organism may be selected for elevated activity of a native enzyme.

Genetically engineered microorganisms described herein produce organic molecules for industrial uses. The organisms are designed to be “feedstock flexible” in that they can use five-carbon sugars (e.g., pentose sugars such as xylose, for example), six-carbon sugars (e.g., hexose sugars such as glucose or fructose, for example) or both as carbon sources. Further, the organisms described herein have been designed to be highly efficient in their use of hexose sugars to produce desired organic molecules. To that end, the microorganisms described herein are “pathway flexible” such that the microorganisms are able to direct hexose sugars primarily to either (i) the traditional glycolysis pathway (the Embden-Meyerhoff pathway) thereby generating ATP energy for cell growth and division at certain times, or (ii) a separate glycolytic pathway (the Entner-Doudoroff pathway) thereby producing significant levels of pyruvic acid, a key 3-carbon intermediate for producing many desired industrial organic molecules.

Pathway selection in the microorganism can be directed via one or more environmental switches such as a temperature change, oxygen level change, addition or subtraction of a component of the culture medium, or combinations thereof. The metabolic pathway flexibility of microorganisms described herein allow the microorganisms to efficiently use hexose sugars, which ultimately can lead to microorganisms capable of producing a greater amount of industrial chemical product per gram of feedstock as compared with conventional microorganisms (e.g., the organism from which the engineered organism was generated, for example). In some embodiments, the metabolic pathway flexibility of the engineered microorganisms described herein is generated by adding or increasing metabolic activities associated with the Entner-Doudoroff pathway. In certain embodiments the metabolic activities added are phosphogluconate dehydratase (e.g., EDD gene), 2-keto-3-deoxygluconate-6-phosphate aldolase (e.g., EDA gene) or both.

A number of industrially useful microorganisms (e.g., microorganisms used in fermentation processes, yeast for example), metabolize xylose inefficiently or are incapable of metabolizing xylose. Many organisms that can metabolize xylose do so only after all glucose and/or other six-carbon sugars have been depleted. The microorganisms described herein have been engineered to efficiently utilize five-carbon sugars (e.g., xylose, for example) as an alternative or additional source of carbon, concurrently with and/or prior to six-carbon sugar usage, by the incorporation of a heterologous nucleic acid (e.g., gene) encoding a xylose isomerase, in some embodiments, and in certain embodiments, by the incorporation of a heterologous nucleic acid encoding a xylose reductase and a xylitol dehydrogenase. Xylose isomerase converts the five-carbon sugar xylose to xylulose, in some embodiments. In certain embodiments, xylose reductase and xylitol dehydrogenase convert xylose to xylulose. Xylulose can ultimately be converted to pyruvic acid or to ethanol through metabolism via the Embden-Meyerhoff or Entner-Doudoroff pathways.

Many non-photosynthetic organisms are not capable of incorporating inorganic atmospheric carbon into organic carbon compounds, via carbon fixation pathways, to any appreciable degree, or at all. Often, microorganisms used in industrial fermentation process also are incapable of significant carbon fixation. The ability to incorporate atmospheric carbon dioxide, or carbon dioxide waste from respiration in fermentation processes, can increase the amount of industrial chemical product produced per gram of feedstock, in certain embodiments. Thus, the microorganisms described herein also can be modified to add or increase the ability to incorporate carbon from carbon dioxide into industrial chemical products, in some embodiments. In certain embodiments, the microorganisms described herein are engineered to express enzymes such as phosphoenolpyruvate carboxylase (“PEP” carboxylase) and/or ribulose 1,5-bis-phosphate carboxylase (“Rubisco”), thus allowing the use of carbon dioxide as an additional source of carbon.

A particularly useful industrial chemical product produced by fermentation is ethanol. Ethanol is an end product of cellular respiration and is produced from acetaldehyde by an alcohol dehydrogenase activity (e.g., by an enzyme like alcohol dehydrogenase 1 or ADH1, for example). However, ethanol can readily be converted back to acetaldehyde by the action of the enzyme alcohol dehydrogenase 2 (e.g., ADH2), thus lowering the yield of ethanol produced. In some embodiments, microorganisms described herein are modified to reduce or eliminate the activity of ADH2, to allow increased yields of ethanol. In certain embodiments, the engineered microorganisms described herein also are modified to have a higher tolerance to alcohol, thus enabling even higher yields of alcohol as a fermentation product without inhibition of cellular processes due to increased levels of alcohol in the growth medium.

Microorganisms

A microorganism selected often is suitable for genetic manipulation and often can be cultured at cell densities useful for industrial production of a target product. A microorganism selected often can be maintained in a fermentation device.

The term “engineered microorganism” as used herein refers to a modified microorganism that includes one or more activities distinct from an activity present in a microorganism utilized as a starting point (hereafter a “host microorganism”). An engineered microorganism includes a heterologous polynucleotide in some embodiments, and in certain embodiments, an engineered organism has been subjected to selective conditions that alter an activity, or introduce an activity, relative to the host microorganism. Thus, an engineered microorganism has been altered directly or indirectly by a human being. A host microorganism sometimes is a native microorganism, and at times is a microorganism that has been engineered to a certain point.

In some embodiments an engineered microorganism is a single cell organism, often capable of dividing and proliferating. A microorganism can include one or more of the following features: aerobe, anaerobe, filamentous, non-filamentous, monoploid, dipoid, auxotrophic and/or non-auxotrophic. In certain embodiments, an engineered microorganism is a prokaryotic microorganism (e.g., bacterium), and in certain embodiments, an engineered microorganism is a non-prokaryotic microorganism. In some embodiments, an engineered microorganism is a eukaryotic microorganism (e.g., yeast, fungi, amoeba).

Any suitable yeast may be selected as a host microorganism, engineered microorganism or source for a heterologous polynucleotide. Yeast include, but are not limited to, Yarrowia yeast (e.g., Y. lipolytica (formerly classified as Candida lipolytica)), Candida yeast (e.g., C. revkaufi, C. pulcherrima, C. tropicalis, C. utilis), Rhodotorula yeast (e.g., R. glutinus, R. graminis), Rhodosporidium yeast (e.g., R. toruloides), Saccharomyces yeast (e.g., S. cerevisiae, S. bayanus, S. pastorianus, S. carlsbergensis), Cryptococcus yeast, Trichosporon yeast (e.g., T. pullans, T. cutaneum), Pichia yeast (e.g., P. pastoris) and Lipomyces yeast (e.g., L. starkeyii, L. lipoferus). In some embodiments, a yeast is a S. cerevisiae strain including, but not limited to, YGR240CBY4742 (ATCC accession number 4015893) and BY4742 (ATCC accession number 201389). In some embodiments, a yeast is a Y. lipolytica strain that includes, but is not limited to, ATCC20362, ATCC8862, ATCC18944, ATCC20228, ATCC76982 and LGAM S(7)1 strains (Papanikolaou S., and Aggelis G., Bioresour. Technol. 82(1):43-9 (2002)). In certain embodiments, a yeast is a C. tropicalis strain that includes, but is not limited to, ATCC20336, ATCC20913, SU-2 (ura3-/ura3-), ATCC20962, H5343 (beta oxidation blocked; U.S. Pat. No. 5,648,247) strains.

Any suitable fungus may be selected as a host microorganism, engineered microorganism or source for a heterologous polynucleotide. Non-limiting examples of fungi include, but are not limited to, Aspergillus fungi (e.g., A. parasiticus, A. nidulans), Thraustochytrium fungi, Schizochytrium fungi and Rhizopus fungi (e.g., R. arrhizus, R. oryzae, R. nigricans), Orpinomyces or Piromyces. In some embodiments, a fungus is an A. parasiticus strain that includes, but is not limited to, strain ATCC24690, and in certain embodiments, a fungus is an A. nidulans strain that includes, but is not limited to, strain ATCC38163.

Any suitable prokaryote may be selected as a host microorganism, engineered microorganism or source for a heterologous polynucleotide. A Gram negative or Gram positive bacteria may be selected. Examples of bacteria include, but are not limited to, Bacillus bacteria (e.g., B. subtilis, B. megaterium, B. stearothermophilus), Bacteroides bacteria (e.g., Bacteroides uniformis, Bacteroides thetaiotaomicron), Clostridium bacteria (e.g., C. phytofermentans, C. thermohydrosulfuricum, C. cellulyticum (H10)), Acinetobacter bacteria, Norcardia baceteria, Lactobacillus bacterial (e.g., Lactobacillus pentosus), Xanthobacter bacteria, Escherichia bacteria (e.g., E. coli (e.g., strains DH10B, Stb12, DH5-alpha, DB3, DB3.1), DB4, DB5, JDP682 and ccdA-over (e.g., U.S. application Ser. No. 09/518,188))), Streptomyces bacteria (e.g., Streptomyces rubiginosus, Streptomyces murinus), Erwinia bacteria, Klebsiella bacteria, Serratia bacteria (e.g., S. marcessans), Pseudomonas bacteria (e.g., P. aeruginosa), Salmonella bacteria (e.g., S. typhimurium, S. typhi), Thermus bacteria (e.g., Thermus thermophilus), and Thermotoga bacteria (e.g., Thermotoga maritiima, Thermotoga neopolitana) and Ruminococcus (e.g., Ruminococcus environmental samples, Ruminococcus albus, Ruminococcus bromii, Ruminococcus callidus, Ruminococcus flavefaciens, Ruminococcus gauvreauii, Ruminococcus gnavus, Ruminococcus lactaris, Ruminococcus obeum, Ruminococcus sp., Ruminococcus sp. 14531, Ruminococcus sp. 15975, Ruminococcus sp. 16442, Ruminococcus sp. 18P13, Ruminococcus sp. 25F6, Ruminococcus sp. 25F7, Ruminococcus sp. 25F8, Ruminococcus sp. 4_(—)1_(—)47FAA, Ruminococcus sp. 5, Ruminococcus sp. 5_(—)1_(—)39BFAA, Ruminococcus sp. 7L75, Ruminococcus sp. 8_(—)1_(—)37FAA, Ruminococcus sp. 9SE51, Ruminococcus sp. C36, Ruminococcus sp. CB10, Ruminococcus sp. CB3, Ruminococcus sp. CCUG 37327 A, Ruminococcus sp. CE2, Ruminococcus sp. CJ60, Ruminococcus sp. CJ63, Ruminococcus sp. CO1, Ruminococcus sp. CO12, Ruminococcus sp. CO22, Ruminococcus sp. CO27, Ruminococcus sp. CO28, Ruminococcus sp. CO34, Ruminococcus sp. CO41, Ruminococcus sp. CO47, Ruminococcus sp. CO7, Ruminococcus sp. CS1, Ruminococcus sp. CS6, Ruminococcus sp. DJF_VR52, Ruminococcus sp. DJF_VR66, Ruminococcus sp. DJF_VR67, Ruminococcus sp. DJF_VR70k1, Ruminococcus sp. DJF_VR87, Ruminococcus sp. Eg2, Ruminococcus sp. Egf, Ruminococcus sp. END-1, Ruminococcus sp. FD1, Ruminococcus sp. GM2/1, Ruminococcus sp. ID1, Ruminococcus sp. ID8, Ruminococcus sp. K-1, Ruminococcus sp. KKA Seq234, Ruminococcus sp. M-1, Ruminococcus sp. M10, Ruminococcus sp. M22, Ruminococcus sp. M23, Ruminococcus sp. M6, Ruminococcus sp. M73, Ruminococcus sp. M76, Ruminococcus sp. MLG080-3, Ruminococcus sp. NML 00-0124, Ruminococcus sp. Pei041, Ruminococcus sp. SC101, Ruminococcus sp. SC103, Ruminococcus sp. Siijpesteijn 1948, Ruminococcus sp. WAL 17306, Ruminococcus sp. YE281, Ruminococcus sp. YE58, Ruminococcus sp. YE71, Ruminococcus sp. ZS2-15, Ruminococcus torques). Bacteria also include, but are not limited to, photosynthetic bacteria (e.g., green non-sulfur bacteria (e.g., Choroflexus bacteria (e.g., C. aurantiacus), Chloronema bacteria (e.g., C. gigateum)), green sulfur bacteria (e.g., Chlorobium bacteria (e.g., C. limicola), Pelodictyon bacteria (e.g., P. lutecium), purple sulfur bacteria (e.g., Chromatium bacteria (e.g., C. okenii)), and purple non-sulfur bacteria (e.g., Rhodospirillum bacteria (e.g., R. rubrum), Rhodobacter bacteria (e.g., R. sphaeroides, R. capsulatus), and Rhodomicrobium bacteria (e.g., R. vanellii)).

Cells from non-microbial organisms can be utilized as a host microorganism, engineered microorganism or source for a heterologous polynucleotide. Examples of such cells, include, but are not limited to, insect cells (e.g., Drosophila (e.g., D. melanogaster), Spodoptera (e.g., S. frugiperda Sf9 or Sf21 cells) and Trichoplusa (e.g., High-Five cells); nematode cells (e.g., C. elegans cells); avian cells; amphibian cells (e.g., Xenopus laevis cells); reptilian cells; and mammalian cells (e.g., NIH3T3, 293, CHO, COS, VERO, C127, BHK, Per-C6, Bowes melanoma and HeLa cells).

Microorganisms or cells used as host organisms or source for a heterologous polynucleotide are commercially available. Microorganisms and cells described herein, and other suitable microorganisms and cells are available, for example, from Invitrogen Corporation, (Carlsbad, Calif.), American Type Culture Collection (Manassas, Va.), and Agricultural Research Culture Collection (NRRL; Peoria, Ill.).

Host microorganisms and engineered microorganisms may be provided in any suitable form. For example, such microorganisms may be provided in liquid culture or solid culture (e.g., agar-based medium), which may be a primary culture or may have been passaged (e.g., diluted and cultured) one or more times. Microorganisms also may be provided in frozen form or dry form (e.g., lyophilized). Microorganisms may be provided at any suitable concentration.

Six-Carbon Sugar Metabolism and Activities

Six-carbon or hexose sugars can be metabolized using one of two pathways in many organisms. One pathway, the Embden-Meyerhoff pathway (EM pathway), operates primarily under aerobic (e.g., oxygen rich) conditions. The other pathway, the Entner-Doudoroff pathway (ED pathway), operates primarily under anaerobic (e.g., oxygen poor) conditions, producing pyruvate that can be converted to lactic acid. Lactic acid can be further metabolized upon a return to appropriate conditions. The EM pathway produces two ATP for each six-carbon sugar metabolized, as compared to one ATP produced for each six-carbon sugar metabolized in the ED pathway. Thus the ED pathway yields ethanol more efficiently than the EM pathway with respect to a given amount of input carbon, as seen by the lower net energy yield. However, yeast preferentially use the EM pathway for metabolism of six-carbon sugars, thereby preferentially using the pathway that yields more energy and less desired product.

The following steps and enzymatic activities metabolize six-carbon sugars via the EM pathway. Six-carbon sugars (glucose, sucrose, fructose, hexose and the like) are converted to glucose-6-phosphate by hexokinase or glucokinase (e.g., HXK or GLK, respectively). Glucose-6-phosphate can be converted to fructose-6-phosphate by phosphoglucoisomerase (e.g., PGI). Fructose-6-phosphate can be converted to fructose-1,6-bisphosphate by phosphofructokinase (e.g., PFK). Fructose-1,6-bisphosphate (F1,6BP) represents a key intermediate in the metabolism of six-carbon sugars, as the next enzymatic reaction converts the six-carbon sugar into two 3 carbon sugars. The reaction is catalyzed by fructose bisphosphate aldolase and yields a mixture of dihydroxyacetone phosphate (DHAP) and glyceraldehyde-3-phosphate (G-3-P). The mixture of the two 3 carbon sugars is preferentially converted to glyceraldehyde-3-phosphate by the action of triosephosphate isomerase. G-3-P is converted is converted to 1,3-diphosphoglycerate (1,3-DPG) by glyceraldehyde-3-phosphate dehydrogenase (GLD). 1,3-DPG is converted to 3-phosphoglycerate (3-P-G by phosphoglycerate kinase (PGK). 3-P-G is converted to 2-phosphoglycerate (2-P-G) by phophoglycero mutase (GPM). 2-P-G is converted to phosphoenolpyruvate (PEP) by enolase (ENO). PEP is converted to pyruvate (PYR) by pyruvate kinase (PYK). PYR is converted to acetaldehyde by pyruvate dicarboxylase (PDC). Acetaldehyde is converted to ethanol by alcohol dehydrogenase 1 (ADH1).

Many enzymes in the EM pathway are reversible. The enzymes in the EM pathway that are not reversible, and provide a useful activity with which to control six-carbon sugar metabolism, via the EM pathway, include, but are not limited to phosphofructokinase and alcohol dehydrogenase. In some embodiments, reducing or eliminating the activity of phosphofructokinase may inactivate the EM pathway. Engineering microorganisms with modified activities in PFK and/or ADH may yield increased product output as compared to organisms with the wild type activities, in certain embodiments. In some embodiments, modifying a reverse activity (e.g., the enzyme responsible for catalyzing the reverse activity of ADH, for example) may also yield an increase in product yield by reducing or eliminating the back conversion of products by the backwards reaction. The activity which catalyzes the conversion of ethanol to acetaldehyde is alcohol dehydrogenase 2 (ADH2). Reducing or eliminating the activity of ADH2 can increase the yield of ethanol per unit of carbon input due to the inactivation of the conversion of ethanol to acetaldehyde, in certain embodiments. In addition to enzyme activities that are not reversible, certain reversible activities also can be used to control six-carbon sugar metabolism via the EM pathway, in some embodiments. A non-limiting example of a reversible enzymatic activity that can be utilized to control six-carbon sugar metabolism includes phosphoglucose isomerase (PGI).

A microorganism may be engineered to include or regulate one or more activities in the Embden-Meyerhoff pathway, for example. In some embodiments, one or more of these activities may be altered such that the activity or activities can be increased or decreased according to a change in environmental conditions. In certain embodiments, one or more of the activities (e.g., PGI, PFK or ADH2) can be altered to allow regulated control and an alternative pathway for more efficient carbon metabolism can be provided (e.g., one or more activities from the ED pathway, for example). An engineered organism with the EM pathway under regulatable control and a novel or enhanced ED pathway would be useful for producing significantly more ethanol or other end product from a given amount of input feedstock. The term “activity” as used herein refers to the functioning of a microorganism's natural or engineered biological pathways to yield various products including ethanol and its precursors. Ethanol (or other product) producing activity can be provided by any non-mammalian source in certain embodiments. Such sources include, without limitation, eukaryotes such as yeast and fungi and prokaryotes such as bacteria. In some embodiments, the activity of one or more (e.g., 2, 3, 4, 5 or more) pathway members in an EM pathway is reduced or removed to undetectable levels.

An engineered microorganism may, in some embodiments, preferentially metabolize six-carbon sugars via the ED pathway as opposed to the EM pathway under certain conditions. Such engineered microorganisms may metabolize about 60% or more of the available six-carbon sugars via the ED pathway (e.g., about 62%, 64%, 66%, 68%, 70%, 72%, 74%, 76%, 78%, 80%, 82%, 84%, 86%, 88%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99%, or greater than any one of the foregoing), and such fraction of the available six-carbon sugars are not metabolized by the EM pathway, under certain conditions. A microorganism may metabolize six-carbon sugars substantially via the ED pathway, and not the EM pathway, in certain embodiments (e.g., 99% or greater, or 100%, of the available six-carbon sugars are metabolized via the ED pathway). A six-carbon sugar is deemed as being metabolized via a particular pathway when the sugar is converted to end metabolites of the pathway, and not intermediate metabolites only, of the particular pathway. A microorganism may preferentially metabolize certain sugars under the ED pathway after a certain time after the microorganism is exposed to a certain set of conditions (e.g., there may be a time delay after a microorganism is exposed to a certain set of conditions before the microorganism preferentially metabolizes sugars by the ED pathway).

Certain novel activities involved in the metabolism of six-carbon sugars by the ED pathway can be engineered into a desired yeast strain to increase the efficiency of ethanol (or other products) production. Yeast do not have an activity that converts 6-phophogluconate to 2-keto-3-deoxy-6-p-gluconate or an activity that converts 2-keto-3-deoxy-6-p-gluconate to pyruvate. Addition of these activities to engineered yeast can allow the engineered microorganisms to increase fermentation efficiency by allowing yeast to ferment ethanol under anaerobic condition without having to use the EM pathway and expend additional energy. Therefore, by providing novel activities associated with converting 6-phophogluconate to 2-keto-3-deoxy-6-p-gluconate and 2-keto-3-deoxy-6-p-gluconate to pyruvate, the engineered microorganism can benefit by producing ethanol more efficiently, with respect to a given amount of input carbon, than by using the native EM pathway.

Bacteria often have enzymatic activities that confer the ability to anaerobically metabolize six-carbon sugars to ethanol. These activities are associated with the ED pathway and include, but are not limited to, phosphogluconate dehydratase (e.g., the EDD gene, for example), and 2-keto-3-deoxygluconate-6-phosphate aldolase (e.g., the EDA gene, for example). Phosphogluconate dehydratase converts 6-phophogluconate to 2-keto-3-deoxy-6-p-gluconate. 2-keto-3-deoxygluconate-6-phosphate aldolase converts 2-keto-3-deoxy-6-p-gluconate to pyruvate. In some embodiments, these activities can be introduced into a host organism to generate an engineered microorganism which gains the ability to use the ED pathway to produce ethanol more efficiently than the non-engineered starting organism, by virtue of the lower net energy yield by the ED pathway. A microorganism may be engineered to include or regulate one or more activities in the Entner-Doudoroff pathway. In some embodiments, one or more of these activities may be altered such that the activity or activities can be increased or decreased according to a change in environmental conditions. Nucleic acid sequences encoding Embden-Meyerhoff pathway and Entner-Doudoroff pathway activities can be obtained from any suitable organism (e.g., plants, bacteria, and other microorganisms, for example) and any of these activities can be used herein with the proviso that the nucleic acid sequence is naturally active in the chosen microorganism when expressed, or can be altered or modified to be active.

Yeast also can have endogenous or heterologous enzymatic activities that enable the organism to anaerobically metabolize six carbon sugars. Saccharomyces cerevisiae used in fermentation often convert glucose-6-phospate (G-6-P) to fructose-6-phosphate (F-6-P) via phosphoglucose isomerase (EC 5.3.1.9), up to 95% of G-6-P is converted to F-6-P in this manner for example. Only a minor proportion of G-6-P is converted to 6-phophoglucono-lactone (6-PGL) by an alternative enzyme, glucose-6-phosphate dehydrogenase (EC 1.1.1.49). Yeast engineered to carry both Entner-Doudoroff (ED) and Embden-Meyerhoff (EM) pathways often covert sugars to ethanol using the EM pathway preferentially. Inactivation of one or more activities in the EM pathway can result in conversion of sugars to ethanol using the ED pathway preferentially, in some embodiments.

Phosphoglucose isomerase (EC 5.3.1.9) catalyzes the reversible interconversion of glucose-6-phosphate and fructose-6-phosphate. Phosphoglucose isomerase is encoded by the PGI1 gene in S. cerevisiae. The proposed mechanism for sugar isomerization involves several steps and is thought to occur via general acid/base catalysis. Since glucose 6-phosphate and fructose 6-phosphate exist predominantly in their cyclic forms, PGI is believed to catalyze first the opening of the hexose ring to yield the straight chain form of the substrates. Glucose 6-phosphate and fructose 6-phosphate then undergo isomerization via formation of a cis-enediol intermediate with the double bond located between C-1 and C-2. Phosphoglucose isomerase sometimes also is referred to as glucose-6-phosphate isomerase or phosphohexose isomerase.

PGI is involved in different pathways in different organisms. In some higher organisms PGI is involved in glycolysis, and in mammals PGI also is involved in gluconeogenesis. In plants PGI is involved in carbohydrate biosynthesis, and in some bacteria PGI provides a gateway for fructose into the Entner-Doudoroff pathway. PGI also is known as neuroleukin (a neurotrophic factor that mediates the differentiation of neurons), autocrine motility factor (a tumor-secreted cytokine that regulates cell motility), differentiation and maturation mediator and myofibril-bound serine proteinase inhibitor, and has different roles inside and outside the cell. In the cytoplasm, PGI catalyses the second step in glycolysis, while outside the cell it serves as a nerve growth factor and cytokine. PGI activity is involved in cell cycle progression and completion of the gluconeogenic events of sporulation in S. cerevisiae.

In certain embodiments, phosphoglucose isomerase activity is altered in an engineered microorganism. In some embodiments phosphoglucose isomerase activity is decreased or disrupted in an engineered microorganism. In certain embodiments, decreasing or disrupting phosphoglucose isomerase activity may be desirable to decrease or eliminate the isomerization of glucose-6-phosphate to fructose-6-phosphate, thereby increasing the proportion of glucose-6-phosphate converted to gluconolactone-6-phosphate by the activity encoded by ZWF1 (e.g., glucose-6-phosphate dehydrogenase). Increased levels of gluconolactone-6-phosphate can be further metabolized and thereby improve fermentation of sugar to ethanol via activities in the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway. Decreased or disrupted phosphoglucose isomerase (EC 5.3.1.9) activity in yeast may be achieved by any suitable method, or as described herein. Non-limiting examples of methods suitable for decreasing or disrupting the activity of phosphoglucose isomerase include use of a regulated promoter, use of a weak constitutive promoter, disruption of one of the two copies of the gene in a diploid yeast, disruption of both copies of the gene in a diploid yeast, expression of an anti-sense nucleic acid, expression of an siRNA, over expression of a negative regulator of the endogenous promoter, alteration of the activity of an endogenous or heterologous gene, use of a heterologus gene with lower specific activity, the like or combinations thereof. In some embodiments, a gene used to knockout one activity can also introduce or increase another activity. PGI1 genes may be native to S. cerevisiae, or may be obtained from a heterologous source.

Glucose-6-phosphate dehydrogenase (EC 1.1.1.49) catalyzes the first step of the pentose phosphate pathway, and is encoded by the S. cerevisiae gene, zwf1. The reaction for the first step in the PPP pathway is;

D-glucose 6-phosphate+NADP⁺=D-glucono-1,5-lactone 6-phosphate+NADPH+H⁺

This reaction is irreversible and rate-limiting for efficient fermentation of sugar via the Entner-Doudoroff pathway. The enzyme regenerates NADPH from NADP+ and is important both for maintaining cytosolic levels of NADPH and protecting yeast against oxidative stress. Zwf1p expression in yeast is constitutive, and the activity is inhibited by NADPH such that processes that decrease the cytosolic levels of NADPH stimulate the oxidative branch of the pentose phosphate pathway. Amplification of glucose-6-phosphate dehydrogenase activity in yeast may be desirable to increase the proportion of glucose-6-phosphate converted to 6-phosphoglucono-lactone and thereby improve fermentation of sugar to ethanol via the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway.

Glucose-6-phosphate dehydrogenase (EC 1.1.1.49) activity in yeast may be amplified by over-expression of the zwf1 gene by any suitable method. Non-limiting examples of methods suitable to amplify or over express zwf1 include amplifying the number of ZWF1 genes in yeast following transformation with a high-copy number plasmid (e.g., such as one containing a 2 uM origin of replication), integration of multiple copies of ZWF1 into the yeast genome, over-expression of the ZWF1 gene directed by a strong promoter, the like or combinations thereof. The ZWF1 gene may be native to S. cerevisiae, or it may be obtained from a heterologous source.

6-phosphogluconolactonase (EC 3.1.1.31) catalyzes the second step of the ED (e.g., pentose phosphate pathway), and is encoded by S. cerevisiae genes SOL3 and SOL4. The reaction for the second step of the pentose phosphate pathway is;

6-phospho-D-glucono-1,5-lactone+H2O=6-phospho-D-gluconate

Amplification of 6-phosphogluconolactonase activity in yeast may be desirable to increase the proportion of 6-phospho-D-glucono-1,5-lactone converted to 6-phospho-D-gluconate and thereby improve fermentation of sugar to ethanol via the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway. For example, over expression of SOL3 is known to increase the rate of carbon source utilization to result in faster growth on xylose than wild type.

The Saccharomyces cerevisiae SOL protein family includes Sol3p and Sol4p. Both localize predominantly in the cytosol, exhibit 6-phosphogluconolactonase activity and function in the pentose phosphate pathway. 6-phosphogluconolactonase (EC 3.1.1.31) activity in yeast may be amplified by over-expression of the SOL3 and/or SOL4 gene(s) by any suitable method. Non-limiting examples of methods to amplify or over express SOL3 and SOL4 include increasing the number of SOL3 and/or SOL4 genes in yeast by transformation with a high-copy number plasmid, integration of multiple copies of SOL3 and/or SOL4 gene(s) into the yeast genome, over-expression of the SOL3 and/or SOL4 gene(s) directed by a strong promoter, the like or combinations thereof. The SOL3 and/or SOL4 gene(s) may be native to S. cerevisiae, or may be obtained from a heterologous source. For example, Sol3p and Sol4p have similarity to each other, and to Candida albicans Sol1p, Schizosaccharomyces pombe Sol1p, human PGLS which is associated with 6-phosphogluconolactonase deficiency, and human H6PD which is associated with cortisone reductase deficiency. Sol3p and Sol4p are also similar to the 6-phosphogluconolactonases in bacteria (Pseudomonas aeruginosa) and eukaryotes (Drosophila melanogaster, Arabidopsis thaliana, and Trypanosoma brucei), to the glucose-6-phosphate dehydrogenase enzymes from bacteria (Mycobacterium leprae) and eukaryotes (Plasmodium falciparum and rabbit liver microsomes), and have regions of similarity to proteins of the Nag family, including human GNPI and Escherichia coli NagB.

Phosphogluconate dehydrogenase (EC:1.1.1.44) catalyzes the second oxidative reduction of NADP+ to NADPH in the cytosolic oxidative branch of the pentose phosphate pathway, and is encoded by the S. cerevisiae genes GND1 and GND2. GND1 encodes the major isoform of the enzyme accounting for up to 80% of phosphogluconate dehydrogenase activity, while GND2 encodes the minor isoform of the enzyme. Phosphogluconate dehydrogenase sometimes also is referred to as phosphogluconic acid dehydrogenase, 6-phosphogluconic dehydrogenase, 6-phosphogluconic carboxylase, 6-phosphogluconate dehydrogenase (decarboxylating), and 6-phospho-D-gluconate dehydrogenase. Phosphogluconate dehydrogenase belongs to the family of oxidoreductases, specifically those acting on the CH—OH group of donor with NAD⁺ or NADP⁺ as the acceptor. The reaction for the second oxidative reduction of NADP+ to NADPH in the cytosolic oxidative branch of the pentose phosphate pathway is;

6-phospho-D-gluconate+NADP⁺

D-ribulose 5-phosphate+CO2+NADPH

Decreasing the level of 6-phosphogluconolactonase activity in yeast may be desirable to decrease the proportion of 6-phospho-D-gluconate converted to D-ribulose 5-phosphate thereby increasing the levels of the intermediate gluconate-6-phosphate available for conversion to 6-dehydro-3-deoxy-gluconate-6-phosphate, in some embodiments involving engineered microorganisms including increased EDA and EDD activities, thereby improving fermentation of sugar to ethanol via the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway.

Decreasing or disrupting 6-phosphogluconolactonase activity in yeast may be achieved by any suitable method, or as described herein. Non-limiting examples of methods suitable for decreasing the activity of 6-phosphogluconate dehydrogenase include use of a regulated promoter, use of a weak constitutive promoter, disruption of one of the two copies of the gene in a diploid yeast (e.g., partial gene knockout), disrupting both copies of the gene in a diploid yeast (e.g., complete gene knockout) expression of an anti-sense nucleic acid, expression of an siRNA, over expression of a negative regulator of the endogenous promoter, alteration of the activity of an endogenous or heterologous gene, use of a heterologus gene with lower specific activity, the like or combinations thereof. In some embodiments, a gene used to knockout one activity can also introduce or increase another activity. GND1 and/or GND2 gene(s) may be native to S. cerevisiae, or may be obtained from a heterologous source. For example, S. cerevisiae GND1 and GND2 have similarity to each other, and to the phosphogluconate dehydrogenase nucleotide sequences of Candida parapsilosis, Cryptococcus neoformans and humans.

Five-Carbon Sugar Metabolism and Activities

As noted above, five-carbon sugars are the second most predominant form of sugars in lignocelluosic waste biomass produced in wood pulp and wood milling industries. Furthermore, xylose is the second most abundant carbohydrate in nature. However, the conversion of biomass to energy (e.g., ethanol, for example) has not proven economically attractive because many organisms cannot metabolize hemicellulose. Biomass and waste biomass contain both cellulose and hemicellulose. Many industrially applicable organisms can metabolize five-carbon sugars (e.g., xylose, pentose and the like), but may do so at low efficiency, or may not begin metabolizing five-carbon sugars until all six-carbon sugars have been depleted from the growth medium. Many yeast and fungus grow slowly on xylose and other five-carbon sugars. Some yeast, such as S. cerevisiae do not naturally use xylose, or do so only if there are no other carbon sources. An engineered microorganism (e.g., yeast, for example) that could grow rapidly on xylose and provide ethanol and/or other products as a result of fermentation of xylose can be useful due to the ability to use a feedstock source that is currently underutilized while also reducing the need for petrochemicals.

The pentose phosphate pathway (PPP), which is a biochemical route for xylose metabolism, is found in virtually all cellular organisms where it provides D-ribose for nucleic acid biosynthesis, D-erythrose 4-phosphate for the synthesis of aromatic amino acids and NADPH for anabolic reactions. The PPP is thought of as having two phases. The oxidative phase converts the hexose, D-glucose 6P, into the pentose, D-ribulose 5P, plus CO2 and NADPH. The non-oxidative phase converts D-ribulose 5P into D-ribose 5P, D-xylulose 5P, D-sedoheptulose 7P, D-erythrose 4P, D-fructose 6P and D-glyceraldehyde 3P. D-Xylose and L-arabinose enter the PPP through D-xylulose.

Certain organisms (e.g., yeast, filamentous fungus and other eukaryotes, for example) require two or more activities to convert xylose to a usable from that can be metabolized in the pentose phosphate pathway. The activities are a reduction and an oxidation carried out by xylose reductase (XR; XYL1) and xylitol dehydrogenase (XD; XYL2), respectively. Xylose reductase converts D-xylose to xylitol. Xylitol dehydrogenase converts xylitol to D-xylulose. The use of these activities sometimes can inhibit cellular function due to cofactor and metabolite imbalances.

In some embodiments, the xylose reductase activity and/or xylitol dehydrogenase activity selected for inclusion in an engineered organism can be chosen from an organism whose XR and/or XD activities utilize NADPH or NADH (e.g., co-factor flexible activities), thereby reducing or eliminating inhibition of cellular function due to cofactor and metabolite imbalances. Non-limiting examples of yeast whose xylose reductase enzyme and/or xylitol dehydrogenase enzyme can use NADP⁺/NADPH and/or NAD⁺/NADH include C. shehatae, C. parapsilosis, P. segobiensis, P. stipitis, and Pachysolen tannophilus. In certain embodiments, xylose reductase and/or xylitol dehydrogenase activities can be engineered to alter cofactor preference and/or specificity. Some organisms (e.g., certain bacteria, for example) require only one activity, xylose isomerase (xylA). Xylose isomerase converts xylose directly to xylulose.

Xylulose is converted to xylulose-5-phophate by the activity of a xylulokinase enzyme (EC 2.7.1.17). Xylulose kinase (e.g., XYK3, XYL3) catalyzes the chemical reaction,

ATP+D-xylulose

ADP+D-xylulose 5-phosphate

Xylulokinase sometimes also is referred to as ATP:D-xylulose 5-phosphotransferase, xylulokinase (phosphorylating), and D-xylulokinase. Increasing the activity of xylose isomerase or xylose reductase and xylitol dehydrogenase may cause an increase of xylulose in an engineered microorganism. Therefore, increasing xylulokinase activity levels in embodiments involving increased levels of XI or XR and XD may be desirable to allow increased flux through the respective metabolic pathways. Xylulokinase activity levels can be increased using any suitable method. Non-limiting examples of methods suitable for increasing xylulokinase activity include increasing the number of xylulokinase genes in yeast by transformation with a high-copy number plasmid, integration of multiple copies of xylulokinase genes into the yeast genome, over-expression of the xylulokinase gene directed by a strong promoter, the like or combinations thereof. The xylulokinase genemay be native to S. cerevisiae, or may be obtained from a heterologous source.

Phosphorylation of xylulose by xylulokinase allows the five-carbon sugar to be further converted by transketolase (e.g., TKL1/TKL2) to enter the EM pathway for further metabolism at either fructose-6-phosphate or glyceraldehyde-3-phosphate. In some embodiments, where the EM pathway is inactivated, five-carbon sugars enter the EM pathway and are further converted for use by the ED pathway. Therefore, engineering a microorganism with xylose isomerase activity or co-factor flexible xylose reductase activity and xylitol dehydrogenase activity, along with increased xylulokinase activity may allow rapid growth on xylose when compared to the non-engineered microorganism, while avoiding cofactor and metabolite imbalances, in some embodiments. In certain embodiments, engineering a microorganism with co-factor flexible xylose reductase activity and xylitol dehydrogenase activity, may allow rapid growth on xylose when compared to the non-engineered microorganism, while avoiding cofactor and metabolite imbalances. The term “co-factor flexible” as used herein with respect to xylose reductase activity and xylose isomerase activity refers to the ability to use NADP⁺/NADPH and/or NAD⁺/NADH as a cofactor for electron transport.

A microorganism may be engineered to include or regulate one or more activities in a five-carbon sugar metabolism pathway (e.g., pentose phosphate pathway, for example). In some embodiments, an engineered microorganism can comprise a xylose isomerase activity. In some embodiments, the xylose isomerase activity may be altered such that the activity can be increased or decreased according to a change in environmental conditions. Nucleic acid sequences encoding xylose isomerase activities can be obtained from any suitable bacteria (e.g., Piromyces, Orpinomyces, Bacteroides thetaiotaomicron, Clostridium phytofermentans, Thermus thermophilus and Ruminococcus (e.g., R. flavefaciens, R. flavefaciens strain FD1, R. Flavefaciens strain 18P13) are non-limiting examples) and any of these activities can be used herein with the proviso that the nucleic acid sequence is naturally active in the chosen microorganism when expressed, or can be altered or modified to be active. In some embodiments, an engineered microorganism can comprise a xylose reductase activity and a xylitol dehydrogenase activity. In certain embodiments, an engineered microorganism can comprise a xylulokinase activity. In some embodiments, the xylose reductase activity, xylitol dehydrogenase activity and/or xylulokinase activity may be altered such that the activity can be increased or decreased according to a change in environmental conditions. Nucleic acid sequences encoding xylose reductase activity, xylitol dehydrogenase activity and/or xylulokinase activities can be obtained from any suitable organism, and any of these activities can be used herein with the proviso that the nucleic acid sequence is naturally active in the chosen microorganism when expressed, or can be altered or modified to be active.

Activities Linking 5-Carbon and 6-Carbon Sugar Metabolic Pathways

In some embodiments, an engineered microorganism includes one or more altered activities that function to link 5-carbon sugar and 6-carbon sugar metabolic pathways (e.g., provide intermediates that enter and/or are metabolized by the pentose phosphate pathway, the glycolytic pathway, or the pentose phosphate and glycolytic pathways). In certain embodiments, the altered linking activity is added, increased or amplified, with respect to a host or starting organism. In some embodiments, the altered activity is decreased or disrupted, with respect to a host or starting organism. Non-limiting examples of activities that function to reversibly link 5-carbon sugar and 6-carbon sugar metabolic pathways include transaldolase, transketolase, the like, or combinations thereof. Transketolase and transaldolase catalyze transfer of 2 carbon and 3 carbon molecular fragments respectively, in each case from a ketose donor to an aldose acceptor.

Transaldolase (EC:2.2.1.2) catalyses the reversible transfer of a three-carbon ketol unit from sedoheptulose 7-phosphate to glyceraldehyde 3-phosphate to form erythrose 4-phosphate and fructose 6-phosphate. The cofactor-less enzyme acts through a Schiff base intermediate (e.g., bound dihydroxyacetone). Transaldolase is encoded by the gene TAL1 in S. cerevisiae, and is an enzyme in the non-oxidative pentose phosphate pathway that provides a link between the pentose phosphate and the glycolytic pathways.

Transaldolase activity is thought to be found in substantially all organisms, and include 5 subfamilies. Three transaldolase subfamilies have demonstrated transaldolase activity, one subfamily comprises an activity of undetermined function and the remaining subfamily includes a fructose 6-phosphate aldolase activity. Transaldolase deficiency is well tolerated in many microorganisms, and without being limited by any theory, is thought to be involved in oxidative stress responses and apoptosis. Transaldolase sometimes also is referred to as dihydroxyacetone transferase, glycerone transferase, or dihydroxyacetonetransferase, sedoheptulose-7-phosphate:D-glyceraldehyde-3-phosphate glyceronetransferase, and catalyzes the reaction:

sedoheptulose 7-phosphate+glyceraldehyde 3-phosphate

erythrose 4-phosphate+fructose 6-phosphate

In some embodiments, increasing or amplifying transaldolase activity in yeast may be desirable to increase the proportion of sedoheptulose 7-phosphate and glyceraldehyde 3-phosphate converted to fructose-6-phosphate and erythrose-4-phosphate, thereby increasing levels of fructose-6-phosphate. Increased levels of fructose-6-phosphate can be further metabolized and thereby improve fermentation of sugar to ethanol via activities in the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway. Transaldolase (EC:2.2.1.2) activity in yeast may be amplified by over-expression of the TAL1 gene by any suitable method. Non-limiting examples of methods to amplify or over express TAL1 include increasing the number of TAL1 genes in yeast by transformation with a high-copy number plasmid, integration of multiple copies of TAL1 genes into the yeast genome, over-expression of TAL1 genes directed by a strong promoter, the like or combinations thereof. The TAL1 genes may be native to S. cerevisiae, or may be obtained from a heterologous source.

In certain embodiments, decreasing or disrupting transaldolase activity may be desirable to decrease the proportion of sedoheptulose-7-phosphate and glyceraldehyde-3-phosphate converted to fructose-6-phosphate and erythrose-4-phosphate, thereby increasing levels of glyceraldehyde-3-phosphate in the engineered microorganism. Increased levels of glyceraldehyde-3-phosphate can be further metabolized and thereby improve fermentation of sugar to ethanol via activities in the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway. Decreased or disrupted transaldolase (EC:2.2.1.2) activity in yeast may be achieved by any suitable method, or as described herein. Non-limiting examples of methods suitable for decreasing or disrupting the activity of transaldolase include use of a regulated promoter, use of a weak constitutive promoter, disruption of one of the two copies of the gene in a diploid yeast, disruption of both copies of the gene in a diploid yeast, expression of an anti-sense nucleic acid, expression of an siRNA, over expression of a negative regulator of the endogenous promoter, alteration of the activity of an endogenous or heterologous gene, use of a heterologus gene with lower specific activity, the like or combinations thereof. In some embodiments, a gene used to knockout one activity can also introduce or increase another activity.

Transketolase (EC:2.2.1.1) catalyzes the reversible transfer of a two-carbon ketol unit from a ketose (e.g., xylulose 5-phosphate, fructose 6-phosphate, sedoheptulose 7-phosphate) to an aldose receptor (e.g., ribose 5-phosphate, erythrose 4-phosphate, glyceraldehyde 3-phosphate). Transketolase is encoded by the TKL1 and TKL2 genes in S. cerevisiae. TKL1 encodes the major isoform of the enzyme and TKL2 encodes a minor isoform. Transketolase sometimes also is referred to as glycoaldehyde transferase, glycolaldehydetransferase, sedoheptulose-7-phosphate:D-glyceraldehyde-3-phosphate glycolaldehydetransferase, or fructose 6-phosphate:D-glyceraldehyde-3-phosphate glycolaldehydetransferase.

Transketolase double null mutants (e.g., tkl1/tkl2) are viable but are auxotrophic for aromatic amino acids, indicating the genes are involved in the synthesis of aromatic amino acids. Transketolase activity also is thought to be involved in the efficient use of fermentable carbon sources, and has been shown to catalyze a one-substrate reaction utilizing only xylulose 5-phosphate to produce glyceraldehyde 3-phosphate and erythrulose. Transketolase activity requires thiamine pyrophosphate as a cofactor, and has been purified as a homodimer of approximately 70 kilodalton subunits, from S. cerevisiae. Sequences from a variety of eukaryotic and prokaryotic sources indicate transketolase enzymes have been evolutionarily conserved. Tkl1p has similarity to S. cerevisiae Tkl2p, Escherichia coli transketolase, Rhodobacter sphaeroides transketolase, Streptococcus pneumoniae recP, Hansenula polymorpha dihydroxyacetone synthase, Kluyveromyces lactis TKL1, Pichia stipitis TKT, rabbit liver transketolase, rat TKT, mouse TKT, and human TKT. Tkl1p is also related to E. coli pyruvate dehydrogenase E1 subunit, which is another vitamin B1-dependent enzyme.

In some embodiments, increasing or amplifying transketolase activity in yeast may be desirable to increase the proportion of xylulose 5-phosphate converted to glyceraldehyde 3-phosphate, thereby increasing levels of glyceraldehyde 3-phosphate available for entry into a 6-carbon sugar metabolic pathway directly and/or conversion to fructose-6-phosphate. Increased levels of fructose-6-phosphate and/or glyceraldehyde 3-phosphate can be further metabolized and thereby improve fermentation of sugar to ethanol via activities in the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway. Transketolase (EC 2.2.1.1) activity in yeast may be increased or amplified by over-expression of the TKL1 and/or TKL2 gene(s) by any suitable method. Non-limiting examples of methods to amplify or over express TKL1 and TKL2 include increasing the number of TKL1 and/or TKL2 gene(s) in yeast by transformation with a high-copy number plasmid, integration of multiple copies of TKL1 and/or TKL2 gene(s) into the yeast genome, over-expression of TKL1 and/or TKL2 gene(s) directed by a strong promoter, the like or combinations thereof.

In certain embodiments, decreasing or disrupting transketolase activity may be desirable to decrease the proportion of xylulose 5-phosphate converted to glyceraldehyde 3-phosphate, thereby increasing levels of xylulose 5-phosphate in the engineered microorganism. Increased levels of xylulose 5-phosphate can be further metabolized and thereby improve fermentation of sugar to ethanol via activities in the Entner-Doudoroff pathway, even in the presence of the enzymes comprising the Embden-Meyerhoff pathway. Decreased or disrupted transketolase (EC 2.2.1.1) activity in yeast may be achieved by any suitable method, or as described herein. Non-limiting examples of methods suitable for decreasing or disrupting the activity of transketolase include use of a regulated promoter, use of a weak constitutive promoter, disruption of one of the two copies of the gene in a diploid yeast, disruption of both copies of the gene in a diploid yeast, expression of an anti-sense nucleic acid, expression of an siRNA, over expression of a negative regulator of the endogenous promoter, alteration of the activity of an endogenous or heterologous gene, use of a heterologus gene with lower specific activity, the like or combinations thereof. In some embodiments, a gene used to knockout one activity can also introduce or increase another activity. TKL1 and/or TKL2 gene(s) may be native to S. cerevisiae, or may be obtained from a heterologous source.

Sugar Transport Activities

Sugar metabolized as a carbon source by organisms typically is transported from outside a cell into the cell for use as an energy source and/or a raw material for synthesis of cellular products. Sugar can be transported into the cell using active or passive transport mechanisms. Active transport systems frequently utilize energy to transport the sugar across the cell membrane. Sugars often are modified by phosphorylation, once transported inside the cell or organism, to prevent diffusion out of the cell. Sugar transport activities are thought also to act as sugar sensors and have high affinity and low affinity transporters. The rate of glucose utilization in yeast often is dictated by the activity and concentration of glucose transporters in the plasma membrane.

In yeast, sugar transporters have been found to be part of a multi-gene family. Some sugar transport systems transport certain sugars preferentially and other non-preferred sugars at a lower rate. Certain sugar transport systems transport one or more structurally similar sugars at substantially similar rates. Non-limiting examples of sugar transporters include high affinity glucose transporters (e.g., HXT (e.g., HXT1, HXT7}), glucose-xylose transporters (e.g., GXF1, GXS1), and high affinity galactose transporters (e.g., GAL2), the like and combinations thereof.

Galactose permease is a high affinity galactose transport enzyme activity that also can transport glucose. Galactose permease is encoded by the GAL2 gene, and sometimes also is referred to as a galactose/glucose (methylgalactoside) porter. Gal2p is an integral plasma membrane protein belonging to a super family of sugar transporters that are predicted to contain 12 transmembrane domains separated by charged residues. Structurally and functionally similar sugar transporters have been identified in bacteria, rat, and humans.

Glucose often is transported by high affinity glucose transporters. High affinity glucose transporters (e.g., HXT) are members of the major facilitator gene super family, and include the genes HXT6 (Hxt6p) and HXT7 (Hxt7p). HXT6 and HXT7 are substantially similar activities, and are expressed at high basal levels relative to other high affinity glucose transporters. Approximately 20 HXT genes have been identified. High affinity glucose transporters sometimes also are referred to as hexose transporters.

Certain sugar transport systems include high and low affinity transport activities that act on more than one sugar. A non-limiting example of such a sugar transport system includes the glucose/xylose transport system from Candida yeast. Glucose and xylose are transported into certain Candida by a high affinity xylose-proton symporter (e.g., GXS1) and a low affinity diffusion facilitator (e.g., GXF1). S. cerevisiae normally lacks an efficient transport system for xylose, although xylose can enter the cell at low efficiency via non-specific transport systems sometimes involving HXT activities. Addition of the Candida GSX1, GXF1 or GXS1 and GXF1 activities to S. cerevisiae engineered to metabolize xylose can further enhance the ability to ferment xylose to alcohol or other desired products.

In some embodiments, an engineered microorganism includes one or more sugar transport activities that has been genetically added or altered. In certain embodiments, the sugar transport activity is amplified or increased. Sugar transport activities can be added, amplified by over expression or increased by any suitable method. Non-limiting methods of adding, amplifying or increasing the activity of sugar transport systems include increasing the number of genes of a sugar transport activity (e.g., GAL2, GXF1, GXS1, HXT7) gene(s) in yeast by transformation with a high-copy number plasmid, integration of multiple copies of sugar transport activity (e.g., GAL2, GXF1, GXS1, HXT7) gene(s) into the yeast genome, over-expression of sugar transport activity gene(s) directed by a strong promoter, the like or combinations thereof. The sugar transport activity (e.g., GAL2, GXF1, GXS1, HXT7) gene(s) may be native to S. cerevisiae, or may be obtained from a heterologous source.

Carbon Dioxide Metabolism and Activities

Microorganisms grown in fermentors often are grown under anaerobic conditions, with limited or no gas exchange. Therefore the atmosphere inside fermentors sometimes is carbon dioxide rich. Unlike photosynthetic organisms, many microorganisms suitable for use in industrial fermentation processes do not incorporate atmospheric carbon (e.g., CO₂) to any significant degree, or at all. Thus, to ensure that increasing levels of carbon dioxide do not inhibit cell growth and the fermentation process, methods to remove carbon dioxide from the interior of fermentors can be useful.

Photosynthetic organisms make use of atmospheric carbon by incorporating the carbon available in carbon dioxide into organic carbon compounds by a process known as carbon fixation. The activities responsible for a photosynthetic organism's ability to fix carbon dioxide include phosphoenolpyruvate carboxylase (e.g., PEP carboxylase) or ribulose 1,5-bis-phosphate carboxylase (e.g., Rubisco). PEP carboxylase catalyzes the addition of carbon dioxide to phosphoenolpyruvate to generate the four-carbon compound oxaloacetate. Oxaloacetate can be used in other cellular processes or be further converted to yield several industrially useful products (e.g., malate, succinate, citrate and the like). Rubisco catalyzes the addition of carbon dioxide and ribulose-1,5-bisphosphate to generate 2 molecules of 3-phosphoglycerate. 3-phosphoglycerate can be further converted to ethanol via cellular fermentation or used to produce other commercially useful products. Nucleic acid sequences encoding PEP carboxylase and Rubisco activities can be obtained from any suitable organism (e.g., plants, bacteria, and other microorganisms, for example) and any of these activities can be used herein with the proviso that the nucleic acid sequence is either naturally active in the chosen microorganism when expressed, or can be altered or modified to be active.

Examples of Altered Activities

In some embodiments, engineered microorganisms can include modifications to one or more (e.g., 1, 2, 3, 4, 5, 6 or all) of the following activities: phosphofructokinase activity (PFK1 A subunit, PFK2 B subunit), phosphogluconate dehydratase activity (EDD), 2-keto-3-deoxygluconate-6-phosphate aldolase activity (EDA), xylose isomerase activity (xylA), xylose reductase activity (XYL1), xylitol dehydrogenase activity (XYL2), xylulokinase activity (XKS1, XYL3), phosphoenolpyruvate carboxylase activity (PEP carboxylase), alcohol dehydrogenase 2 activity (ADH2), thymidylate synthase activity, phosphoglucose isomerase activity (PGI1), transaldolase activity (TAL1), transketolase activity (TKL1, TKL2), 6-phosphogluconolactonase activity (SOL3, SOL4), Glucose-6-phosphate dehydrogenase activity (ZWF1), 6-phosphogluconate dehydrogenase (decarboxylating) activity (GND1, GND2), galactose permease activity (GAL2), high affinity glucose transport activity (HXT7), glucose/xylose transport activity (GXS1, GXF1) and combinations of the foregoing.

The term “phosphofructokinase activity” as used herein refers to conversion of fructose-6-phosphate to fructose-1,6-bisphosphate. Phosphofructokinase activity may be provided by an enzyme that includes one or two subunits (referred to hereafter as “subunit A” and/or “subunit B”). The term “inactivating the Embden-Meyerhoff pathway” as used herein refers to reducing or eliminating the activity of one or more activities in the Embden-Meyerhoff pathway, including but not limited to phosphofructokinase activity. In some embodiments, the phosphofructokinase activity can be reduced or eliminated by introduction of an untranslated RNA molecule (e.g., antisense RNA, RNAi, and the like, for example). In certain embodiments, the untranslated RNA is encoded by a heterologous nucleotide sequence introduced to a host microorganism.

In some embodiments, the phosphofructokinase activity can be temporarily or permanently reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. In some embodiments, the genetic modification disrupts synthesis of a functional nucleic acid encoding the activity or produces a nonfunctional polypeptide or protein. Nucleic acid sequences that can be used to reduce or eliminate the activity of phosphofructokinase activity can have sequences partially or substantially complementary to sequences described herein. Presence or absence of the amount of phosphofructokinase activity can be detected by any suitable method known in the art, including requiring a five-carbon sugar carbon source or a functional Entner-Doudoroff pathway for growth. Inactivation of the Embden-Meyerhoff pathway is described in further detail below. As referred to herein, “substantially complementary” with respect to sequences refers to nucleotide sequences that will hybridize with each other. The stringency of the hybridization conditions can be altered to tolerate varying amounts of sequence mismatch. Included are regions of counterpart, target and capture nucleotide sequences 55% or more, 56% or more, 57% or more, 58% or more, 59% or more, 60% or more, 61% or more, 62% or more, 63% or more, 64% or more, 65% or more, 66% or more, 67% or more, 68% or more, 69% or more, 70% or more, 71% or more, 72% or more, 73% or more, 74% or more, 75% or more, 76% or more, 77% or more, 78% or more, 79% or more, 80% or more, 81% or more, 82% or more, 83% or more, 84% or more, 85% or more, 86% or more, 87% or more, 88% or more, 89% or more, 90% or more, 91% or more, 92% or more, 93% or more, 94% or more, 95% or more, 96% or more, 97% or more, 98% or more or 99% or more complementary to each other.

The term “phosphogluconate dehydratase activity” as used herein refers to conversion of 6-phophogluconate to 2-keto-3-deoxy-6-p-gluconate. The phosphogluconate dehydratase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring phosphogluconate dehydratase activity can be obtained from a number of sources, including Zymomonas mobilis and Escherichia coli. Examples of an amino acid sequence of a polypeptide having phosphogluconate dehydratase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in tables. Presence, absence or amount of phosphogluconate dehydratase activity can be detected by any suitable method known in the art, including western blot analysis.

The term “2-keto-3-deoxygluconate-6-phosphate aldolase activity” as used herein refers to conversion of 2-keto-3-deoxy-6-p-gluconate to pyruvate. The 2-keto-3-deoxygluconate-6-phosphate aldolase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring 2-keto-3-deoxygluconate-6-phosphate aldolase activity can be obtained from a number of sources, including Zymomonas mobilis and Escherichia coli. Examples of an amino acid sequence of a polypeptide having 2-keto-3-deoxygluconate-6-phosphate aldolase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in tables. Presence, absence or amount of 2-keto-3-deoxygluconate-6-phosphate aldolase activity can be detected by any suitable method known in the art, including western blot analysis.

The term “xylose isomerase activity” as used herein refers to conversion of xylose to xylulose. The xylose isomerase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring xylose isomerase activity can be obtained from a number of sources, including Piromyces, Orpinomyces, Bacteroides (e.g., B. thetaiotaomicron, B. uniformis, B. stercoris), Clostrialies (e.g., Clostrialies BVAB3), Clostridium (e.g., C. phytofermentans, C. thermohydrosulfuricum, C. cellulyticum), Thermus thermophilus, Eschericia coli, Streptomyces (e.g., S. rubiginosus, S. murinus), Bacillus stearothermophilus, Lactobacillus pentosus, Thermotoga (e.g., T. maritime, T. neopolitana) and Ruminococcus (e.g., Ruminococcus environmental samples, Ruminococcus albus, Ruminococcus bromii, Ruminococcus callidus, Ruminococcus flavefaciens, Ruminococcus gauvreauii, Ruminococcus gnavus, Ruminococcus lactaris, Ruminococcus obeum, Ruminococcus sp., Ruminococcus sp. 14531, Ruminococcus sp. 15975, Ruminococcus sp. 16442, Ruminococcus sp. 18P13, Ruminococcus sp. 25F6, Ruminococcus sp. 25F7, Ruminococcus sp. 25F8, Ruminococcus sp. 4_(—)1_(—)47FAA, Ruminococcus sp. 5, Ruminococcus sp. 5_(—)1_(—)39BFAA, Ruminococcus sp. 7L75, Ruminococcus sp. 8_(—)1_(—)37FAA, Ruminococcus sp. 9SE51, Ruminococcus sp. C36, Ruminococcus sp. CB10, Ruminococcus sp. CB3, Ruminococcus sp. CCUG 37327 A, Ruminococcus sp. CE2, Ruminococcus sp. CJ60, Ruminococcus sp. CJ63, Ruminococcus sp. CO1, Ruminococcus sp. CO12, Ruminococcus sp. CO22, Ruminococcus sp. CO27, Ruminococcus sp. CO28, Ruminococcus sp. CO34, Ruminococcus sp. CO41, Ruminococcus sp. CO47, Ruminococcus sp. CO7, Ruminococcus sp. CS1, Ruminococcus sp. CS6, Ruminococcus sp. DJF_VR52, Ruminococcus sp. DJF_VR66, Ruminococcus sp. DJF_VR67, Ruminococcus sp. DJF_VR70k1, Ruminococcus sp. DJF_VR87, Ruminococcus sp. Eg2, Ruminococcus sp. Egf, Ruminococcus sp. END-1, Ruminococcus sp. FD1, Ruminococcus sp. GM2/1, Ruminococcus sp. ID1, Ruminococcus sp. ID8, Ruminococcus sp. K-1, Ruminococcus sp. KKA Seq234, Ruminococcus sp. M-1, Ruminococcus sp. M10, Ruminococcus sp. M22, Ruminococcus sp. M23, Ruminococcus sp. M6, Ruminococcus sp. M73, Ruminococcus sp. M76, Ruminococcus sp. MLGO80-3, Ruminococcus sp. NML 00-0124, Ruminococcus sp. Pei041, Ruminococcus sp. SC101, Ruminococcus sp. SC103, Ruminococcus sp. Siijpesteijn 1948, Ruminococcus sp. WAL 17306, Ruminococcus sp. YE281, Ruminococcus sp. YE58, Ruminococcus sp. YE71, Ruminococcus sp. ZS2-15, Ruminococcus torques). Examples of an amino acid sequence of a polypeptide having xylose isomerase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in tables. Presence, absence or amount of xylose isomerase activity can be detected by any suitable method known in the art, including western blot analysis.

The term “phosphoenolpyruvate carboxylase activity” as used herein refers to the addition of carbon dioxide to phosphoenolpyruvate to generate the four-carbon compound oxaloacetate. The phosphoenolpyruvate carboxylase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring phosphoenolpyruvate carboxylase activity can be obtained from a number of sources, including Zymomonas mobilis. Examples of an amino acid sequence of a polypeptide having phosphoenolpyruvate carboxylase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in tables. Presence, absence or amount of xylose isomerase activity can be detected by any suitable method known in the art.

The term “alcohol dehydrogenase 2 activity” as used herein refers to conversion of ethanol to acetaldehyde, which is the reverse of the forward action catalyzed by alcohol dehydrogenase 1. The term “inactivation of the conversion of ethanol to acetaldehyde” refers to a reduction or elimination in the activity of alcohol dehydrogenase 2. Reducing or eliminating the activity of alcohol dehydrogenase 2 activity can lead to an increase in ethanol production. In some embodiments, the alcohol dehydrogenase 2 activity can be reduced or eliminated by introduction of an untranslated RNA molecule (e.g., antisense RNA, RNAi, and the like, for example). In certain embodiments, the untranslated RNA is encoded by a heterologous nucleotide sequence introduced to a host microorganism.

In some embodiments, the alcohol dehydrogenase 2 activity can be temporarily or permanently reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. In some embodiments, the genetic modification disrupts synthesis of a functional nucleic acid encoding the activity or produces a nonfunctional polypeptide or protein. Nucleic acid sequences that can be used to reduce or eliminate the activity of alcohol dehydrogenase 2 can have sequences partially or substantially complementary to nucleic acid sequences that encode alcohol dehydrogenase 2 activity. Presence or absence of the amount of alcohol dehydrogenase 2 activity can be detected by any suitable method known in the art, including inability to grown in media with ethanol as the sole carbon source.

The term “thymidylate synthase activity” as used herein refers to a reductive methylation, where deoxyuridine monophosphate (dUMP) and N5,N10-methylene tetrahydrofolate are together used to generate thymidine monophosphate (dTMP), yielding dihydrofolate as a secondary product. The term “temporarily inactivate thymidylate synthase activity” refers to a temporary reduction or elimination in the activity of thymidylate synthase when the modified organism is shifted to a non-permissive temperature. The activity can return to normal upon return to a permissive temperature. Temporarily inactivating thymidylate synthase uncouples cell growth from cell division while under the non permissive temperature. This inactivation in turn allows the cells to continue fermentation without producing biomass and dividing, thus increasing the yield of product produced during fermentation.

In some embodiments, the thymidylate synthase activity can be temporarily reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. Nucleic acid sequences conferring temperature sensitive thymidylate synthase activity can be obtained from S. cerevisiae strain 172066 (accession number 208583). The cdc21 mutation in S. cerevisiae strain 172066 has a point mutation at position G139S relative to the initiating methionine. Examples of nucleotide sequences used to PCR amplify the polynucleotide encoding the temperature sensitive polypeptide, are presented below in tables. Presence, absence or amount of thymidylate synthase activity can be detected by any suitable method known in the art, including growth arrest at the non-permissive temperature.

Thymidylate synthase is one of many polypeptides that regulate the cell cycle. The cell cycle may be inhibited in engineered microorganisms under certain conditions (e.g., temperature shift, dissolved oxygen shift), which can result in inhibited or reduced cell proliferation, inhibited or reduced cell division, and sometimes cell cycle arrest (collectively “cell cycle inhibition”). Upon exposure to triggering conditions, a microorganism may display cell cycle inhibition after a certain time after the microorganism is exposed to the triggering conditions (e.g., there may be a time delay after a microorganism is exposed to a certain set of conditions before the microorganism displays cell cycle inhibition). Where cell cycle inhibition results in reduced cell proliferation, cell proliferation rates may be reduced by about 50% or greater, for example (e.g., reduced by about 52%, 54%, 56%, 58%, 60%, 62%, 64%, 66%, 68%, 70%, 72%, 74%, 76%, 78%, 80%, 82%, 84%, 86%, 88%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99%, or greater than any one of the foregoing). Where cell cycle inhibition results a reduced number of cells undergoing cell division, the rate of cell division may be reduced by about 50% or greater, for example (e.g., the number of cells undergoing division is reduced by about 52%, 54%, 56%, 58%, 60%, 62%, 64%, 66%, 68%, 70%, 72%, 74%, 76%, 78%, 80%, 82%, 84%, 86%, 88%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99%, or greater than any one of the foregoing). Where cell cycle inhibition results in cell cycle arrest, cells may be arrested at any stage of the cell cycle (e.g., resting G₀ phase, interphase (e.g., G₁, S, G₂ phases), mitosis (e.g., prophase, prometaphase, metaphase, anaphase, telophase)) and different percentages of cells in a population can be arrested at different stages of the cell cycle.

The term “phosphoglucose isomerase activity” as used herein refers to the conversion of glucose-6-phosphate to fructose-6-phosphate. The term “inactivation of the conversion of glucose-6-phosphate to fructose-6-phosphate” refers to a reduction or elimination in the activity of phosphoglucose isomerase. Reducing or eliminating the activity of phosphoglucose isomerase activity can lead to an increase in ethanol production. In some embodiments, the phosphoglucose isomerase activity can be reduced or eliminated by introduction of an untranslated RNA molecule (e.g., antisense RNA, RNAi, and the like, for example). In certain embodiments, the untranslated RNA is encoded by a heterologous nucleotide sequence introduced to a host microorganism.

In some embodiments, the phosphoglucose isomerase activity can be temporarily or permanently reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. In some embodiments, the genetic modification disrupts synthesis of a functional nucleic acid encoding the activity or produces a nonfunctional polypeptide or protein. Nucleic acid sequences that can be used to reduce or eliminate the activity of phosphoglucose isomerase can have sequences partially or substantially complementary to nucleic acid sequences that encode phosphoglucose isomerase activity. Presence or absence of the amount of phosphoglucose isomerase activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “glucose-6-phosphate dehydrogenase activity” as used herein refers to conversion of glucose-6-phosphate to gluconolactone-6-phosphate coupled with the generation of NADPH. The glucose-6-phosphate dehydrogenase aldolase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring glucose-6-phosphate dehydrogenase activity can be obtained from a number of sources, including, but not limited to S. cerevisiae Examples of a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in tables. Presence, absence or amount of glucose-6-phosphate dehydrogenase activity can be detected by any suitable method known in the art, including western blot analysis.

The term “6-phosphogluconolactonase activity” as used herein refers to conversion of gluconolactone-6-phosphate to gluconate-6-phosphate. The 6-phosphogluconolactonase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring 6-phosphogluconolactonase activity can be obtained from a number of sources, including, but not limited to S. cerevisiae. Examples of an amino acid sequence of a polypeptide having 6-phosphogluconolactonase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in tables. Presence, absence or amount of 6-phosphogluconolactonase activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “6-phosphogluconate dehydrogenase (decarboxylating) activity” as used herein refers to the conversion of gluconate-6-phosphate to ribulose-5-phosphate. The term “inactivation of the conversion of gluconate-6-phosphate to ribulose-5-phosphate” refers to a reduction or elimination in the activity of 6-phosphogluconate dehydrogenase. Reducing or eliminating the activity of 6-phosphogluconate dehydrogenase (decarboxylating) activity can lead to an increase in ethanol production. In some embodiments, the 6-phosphogluconate dehydrogenase (decarboxylating) activity can be reduced or eliminated by introduction of an untranslated RNA molecule (e.g., antisense RNA, RNAi, and the like, for example). In certain embodiments, the untranslated RNA is encoded by a heterologous nucleotide sequence introduced to a host microorganism.

In some embodiments, the 6-phosphogluconate dehydrogenase (decarboxylating) activity can be temporarily or permanently reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. In some embodiments, the genetic modification disrupts synthesis of a functional nucleic acid encoding the activity or produces a nonfunctional polypeptide or protein. Nucleic acid sequences that can be used to reduce or eliminate the activity of 6-phosphogluconate dehydrogenase (decarboxylating) can have sequences partially or substantially complementary to nucleic acid sequences that encode 6-phosphogluconate dehydrogenase (decarboxylating) activity. Presence or absence of the amount of 6-phosphogluconate dehydrogenase (decarboxylating) activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “transketolase activity” as used herein refers to conversion of xylulose-5-phosphate and ribose-5-phosphate to sedoheptulose-7-phosphate and glyceraldehyde-3-phosphate. The transketolase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring transketolase activity can be obtained from a number of sources, including, but not limited to S. cerevisiae, Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida. Examples of an amino acid sequence of a polypeptide having transketolase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in the examples. The term “inactivation of the conversion of xylulose-5-phosphate and ribose-5-phosphate to sedoheptulose-7-phosphate and glyceraldehyde-3-phosphate” refers to a reduction or elimination in the activity of transketolase. Reducing or eliminating the activity of transketolase activity can lead to an increase in ethanol production. In some embodiments, the transketolase activity can be reduced or eliminated by introduction of an untranslated RNA molecule (e.g., antisense RNA, RNAi, and the like, for example). In certain embodiments, the untranslated RNA is encoded by a heterologous nucleotide sequence introduced to a host microorganism.

In some embodiments, the transketolase activity can be temporarily or permanently reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. In some embodiments, the genetic modification disrupts synthesis of a functional nucleic acid encoding the activity or produces a nonfunctional polypeptide or protein. Nucleic acid sequences that can be used to reduce or eliminate the activity of transketolase can have sequences partially or substantially complementary to nucleic acid sequences that encode transketolase activity. Presence, absence or amount of transketolase activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “transaldolase activity” as used herein refers to conversion of sedoheptulose 7-phosphate and glyceraldehyde 3-phosphate to erythrose 4-phosphate and fructose 6-phosphate. The transaldolase activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring transaldolase activity can be obtained from a number of sources, including, but not limited to S. cerevisiae, Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida. Examples of an amino acid sequence of a polypeptide having transaldolase activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in the examples. The term “inactivation of the conversion of sedoheptulose 7-phosphate and glyceraldehyde 3-phosphate to erythrose 4-phosphate and fructose 6-phosphate” refers to a reduction or elimination in the activity of transaldolase. Reducing or eliminating the activity of transaldolase activity can lead to an increase in ethanol production. In some embodiments, the transaldolase activity can be reduced or eliminated by introduction of an untranslated RNA molecule (e.g., antisense RNA, RNAi, and the like, for example). In certain embodiments, the untranslated RNA is encoded by a heterologous nucleotide sequence introduced to a host microorganism.

In some embodiments, the transaldolase activity can be temporarily or permanently reduced or eliminated by genetic modification, as described below. In certain embodiments, the genetic modification renders the activity responsive to changes in the environment. In some embodiments, the genetic modification disrupts synthesis of a functional nucleic acid encoding the activity or produces a nonfunctional polypeptide or protein. Nucleic acid sequences that can be used to reduce or eliminate the activity of transaldolase can have sequences partially or substantially complementary to nucleic acid sequences that encode transaldolase activity. Presence, absence or amount of transaldolase activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “galactose permease activity” as used herein refers to the import of galactose into a cell or organism by an activity that transports galactose across cell membranes. The galactose permease activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring galactose permease activity can be obtained from a number of sources, including, but not limited to S. cerevisiae, Candida albicans, Debaryomyces hansenii, Schizosaccharomyces pombe, Arabidopsis thaliana, and Colwellia psychrerythraea. Examples of an amino acid sequence of a polypeptide having galactose permease activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in the Examples. Presence, absence or amount of galactose permease activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “glucose/xylose transport activity” as used herein refers to the import of glucose and/or xylose into a cell or organism by an activity that transports glucose and/or xylose across cell membranes. The glucose/xylose transport activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring glucose/xylose transport activity can be obtained from a number of sources, including, but not limited to Pichia yeast, S. cerevisiae, Candida albicans, Debaryomyces hansenii, Schizosaccharomyces pombe, Arabidopsis thaliana, and Colwellia psychrerythraea. Examples of an amino acid sequence of a polypeptide having glucose/xylose transport activity, and a nucleotide sequence of a polynucleotide that encodes the polypeptide, are presented below in the Examples. Presence, absence or amount of glucose/xylose transport activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The terms “high affinity glucose transport activity” and “hexose transport activity” as used herein refer to the import of glucose and other hexose sugars into a cell or organism by an activity that transports glucose and other hexose sugars across cell membranes. The high affinity glucose transport activity or hexose transport activity can be provided by a polypeptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring high affinity glucose transport activity or hexose transport activity can be obtained from a number of sources, including, but not limited to S. cerevisiae, Candida albicans, Debaryomyces hansenii, Schizosaccharomyces pombe, Arabidopsis thaliana, and Colwellia psychrerythraea. Presence, absence or amount of glucose/xylose transport activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

The term “xylose reductase activity” as used herein refers to the conversion of xylose to xylitol. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring xylose reductase activity can be obtained from a number of sources. Presence, absence or amount of xylose reductase activity can be detected by any suitable method known in the art, including activity assays, nucleic acid based analysis and western blot analysis.

The term “xylitol dehydrogenase activity” as used herein refers to the conversion of xylitol to xylulose. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring xylitol dehydrogenase activity can be obtained from a number of sources. Presence, absence or amount of xylitol dehydrogenase activity can be detected by any suitable method known in the art, including activity assays, nucleic acid based analysis and western blot analysis.

The term “xylulokinase activity” as used herein refers to the conversion of xylulose to xylulose-5-phosphate. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring xylulokinase activity can be obtained from a number of sources. Presence, absence or amount of xylulokinase activity can be detected by any suitable method known in the art, including activity assays, nucleic acid based analysis and western blot analysis.

Activities described herein can be modified to generate microorganisms engineered to allow a method of independently regulating or controlling (e.g., ability to independently turn on or off, or increase or decrease, for example) six-carbon sugar metabolism, five-carbon sugar metabolism, atmospheric carbon metabolism (e.g., carbon dioxide fixation) or combinations thereof. In some embodiments, regulated control of a desired activity can be the result of a genetic modification. In certain embodiments, the genetic modification can be modification of a promoter sequence. In some embodiments the modification can increase of decrease an activity encoded by a gene operably linked to the promoter element. In certain embodiments, the modification to the promoter element can add or remove a regulatory sequence. In some embodiments the regulatory sequence can respond to a change in environmental or culture conditions. Non-limiting examples of culture conditions that could be used to regulate an activity in this manner include, temperature, light, oxygen, salt, metals and the like. Additional methods for altering an activity by modification of a promoter element are given below.

In some embodiments, the genetic modification can be to an ORF. In certain embodiments, the modification of the ORF can increase or decrease expression of the ORF. In some embodiments modification of the ORF can alter the efficiency of translation of the ORF. In certain embodiments, modification of the ORF can alter the activity of the polypeptide or protein encoded by the ORF. Additional methods for altering an activity by modification of an ORF are given below.

In some embodiments, the genetic modification can be to an activity associated with cell division (e.g., cell division cycle or CDC activity, for example). In certain embodiments the cell division cycle activity can be thymidylate synthase activity. In certain embodiments, regulated control of cell division can be the result of a genetic modification. In some embodiments, the genetic modification can be to a nucleic acid sequence that encodes thymidylate synthase. In certain embodiments, the genetic modification can temporarily inactivate thymidylate synthase activity by rendering the activity temperature sensitive (e.g., heat resistant, heat sensitive, cold resistant, cold sensitive and the like).

In some embodiments, the genetic modification can modify a promoter sequence operably linked to a gene encoding an activity involved in control of cell division. In some embodiments the modification can increase of decrease an activity encoded by a gene operably linked to the promoter element. In certain embodiments, the modification to the promoter element can add or remove a regulatory sequence. In some embodiments the regulatory sequence can respond to a change in environmental or culture conditions. Non-limiting examples of culture conditions that could be used to regulate an activity in this manner include, temperature, light, oxygen, salt, metals and the like. In some embodiments, an engineered microorganism comprising one or more activities described above or below can be used in to produce ethanol by inhibiting cell growth and cell division by use of a temperature sensitive cell division control activity while allowing cellular fermentation to proceed, thereby producing a significant increase in ethanol yield when compared to the native organism.

Polynucleotides and Polypeptides

A nucleic acid (e.g., also referred to herein as nucleic acid reagent, target nucleic acid, target nucleotide sequence, nucleic acid sequence of interest or nucleic acid region of interest) can be from any source or composition, such as DNA, cDNA, gDNA (genomic DNA), RNA, siRNA (short inhibitory RNA), RNAi, tRNA or mRNA, for example, and can be in any form (e.g., linear, circular, supercoiled, single-stranded, double-stranded, and the like). A nucleic acid can also comprise DNA or RNA analogs (e.g., containing base analogs, sugar analogs and/or a non-native backbone and the like). It is understood that the term “nucleic acid” does not refer to or infer a specific length of the polynucleotide chain, thus polynucleotides and oligonucleotides are also included in the definition. Deoxyribonucleotides include deoxyadenosine, deoxycytidine, deoxyguanosine and deoxythymidine. For RNA, the uracil base is uridine.

A nucleic acid sometimes is a plasmid, phage, autonomously replicating sequence (ARS), centromere, artificial chromosome, yeast artificial chromosome (e.g., YAC) or other nucleic acid able to replicate or be replicated in a host cell. In certain embodiments a nucleic acid can be from a library or can be obtained from enzymatically digested, sheared or sonicated genomic DNA (e.g., fragmented) from an organism of interest. In some embodiments, nucleic acid subjected to fragmentation or cleavage may have a nominal, average or mean length of about 5 to about 10,000 base pairs, about 100 to about 1,000 base pairs, about 100 to about 500 base pairs, or about 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 2000, 3000, 4000, 5000, 6000, 7000, 8000, 9000 or 10000 base pairs. Fragments can be generated by any suitable method in the art, and the average, mean or nominal length of nucleic acid fragments can be controlled by selecting an appropriate fragment-generating procedure by the person of ordinary skill. In some embodiments, the fragmented DNA can be size selected to obtain nucleic acid fragments of a particular size range.

Nucleic acid can be fragmented by various methods known to the person of ordinary skill, which include without limitation, physical, chemical and enzymic processes. Examples of such processes are described in U.S. Patent Application Publication No. 20050112590 (published on May 26, 2005, entitled “Fragmentation-based methods and systems for sequence variation detection and discovery,” naming Van Den Boom et al.). Certain processes can be selected by the person of ordinary skill to generate non-specifically cleaved fragments or specifically cleaved fragments. Examples of processes that can generate non-specifically cleaved fragment sample nucleic acid include, without limitation, contacting sample nucleic acid with apparatus that expose nucleic acid to shearing force (e.g., passing nucleic acid through a syringe needle; use of a French press); exposing sample nucleic acid to irradiation (e.g., gamma, x-ray, UV irradiation; fragment sizes can be controlled by irradiation intensity); boiling nucleic acid in water (e.g., yields about 500 base pair fragments) and exposing nucleic acid to an acid and base hydrolysis process.

Nucleic acid may be specifically cleaved by contacting the nucleic acid with one or more specific cleavage agents. The term “specific cleavage agent” as used herein refers to an agent, sometimes a chemical or an enzyme that can cleave a nucleic acid at one or more specific sites. Specific cleavage agents often will cleave specifically according to a particular nucleotide sequence at a particular site. Examples of enzymic specific cleavage agents include without limitation endonucleases (e.g., DNase (e.g., DNase I, II); RNase (e.g., RNase E, F, H, P); Cleavase™ enzyme; Taq DNA polymerase; E. coli DNA polymerase I and eukaryotic structure-specific endonucleases; murine FEN-1 endonucleases; type I, II or III restriction endonucleases such as Acc I, Afl III, Alu I, Alw44 I, Apa I, Asn I, Ava I, Ava II, BamH I, Ban II, Bcl I, Bgl I. Bgl II, Bln I, Bsm I, BssH II, BstE II, Cfo I, Cla I, Dde I, Dpn I, Dra I, EclX I, EcoR I, EcoR I, EcoR II, EcoR V, Hae II, Hae II, Hind III, Hind III, Hpa I, Hpa II, Kpn I, Ksp I, Mlu I, MluN I, Msp I, Nci I, Nco I, Nde I, Nde II, Nhe I, Not I, Nru I, Nsi I, Pst I, Pvu I, Pvu II, Rsa I, Sac I, Sal I, Sau3A I, Sca I, ScrF I, Sfi I, Sma I, Spe I, Sph I, Ssp I, Stu I, Sty I, Swa I, Taq I, Xba I, Xho I); glycosylases (e.g., uracil-DNA glycolsylase (UDG), 3-methyladenine DNA glycosylase, 3-methyladenine DNA glycosylase II, pyrimidine hydrate-DNA glycosylase, FaPy-DNA glycosylase, thymine mismatch-DNA glycosylase, hypoxanthine-DNA glycosylase, 5-Hydroxymethyluracil DNA glycosylase (HmUDG), 5-Hydroxymethylcytosine DNA glycosylase, or 1,N6-etheno-adenine DNA glycosylase); exonucleases (e.g., exonuclease III); ribozymes, and DNAzymes. Sample nucleic acid may be treated with a chemical agent, or synthesized using modified nucleotides, and the modified nucleic acid may be cleaved. In non-limiting examples, sample nucleic acid may be treated with (i) alkylating agents such as methylnitrosourea that generate several alkylated bases, including N3-methyladenine and N3-methylguanine, which are recognized and cleaved by alkyl purine DNA-glycosylase; (ii) sodium bisulfite, which causes deamination of cytosine residues in DNA to form uracil residues that can be cleaved by uracil N-glycosylase; and (iii) a chemical agent that converts guanine to its oxidized form, 8-hydroxyguanine, which can be cleaved by formamidopyrimidine DNA N-glycosylase. Examples of chemical cleavage processes include without limitation alkylation, (e.g., alkylation of phosphorothioate-modified nucleic acid); cleavage of acid lability of P3′-N5′-phosphoroamidate-containing nucleic acid; and osmium tetroxide and piperidine treatment of nucleic acid.

As used herein, the term “complementary cleavage reactions” refers to cleavage reactions that are carried out on the same nucleic acid using different cleavage reagents or by altering the cleavage specificity of the same cleavage reagent such that alternate cleavage patterns of the same target or reference nucleic acid or protein are generated. In certain embodiments, nucleic acids of interest may be treated with one or more specific cleavage agents (e.g., 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 or more specific cleavage agents) in one or more reaction vessels (e.g., nucleic acid of interest is treated with each specific cleavage agent in a separate vessel).

A nucleic acid suitable for use in the embodiments described herein sometimes is amplified by any amplification process known in the art (e.g., PCR, RT-PCR and the like). Nucleic acid amplification may be particularly beneficial when using organisms that are typically difficult to culture (e.g., slow growing, require specialize culture conditions and the like). The terms “amplify”, “amplification”, “amplification reaction”, or “amplifying” as used herein refer to any in vitro processes for multiplying the copies of a target sequence of nucleic acid. Amplification sometimes refers to an “exponential” increase in target nucleic acid. However, “amplifying” as used herein can also refer to linear increases in the numbers of a select target sequence of nucleic acid, but is different than a one-time, single primer extension step. In some embodiments, a limited amplification reaction, also known as pre-amplification, can be performed. Pre-amplification is a method in which a limited amount of amplification occurs due to a small number of cycles, for example 10 cycles, being performed. Pre-amplification can allow some amplification, but stops amplification prior to the exponential phase, and typically produces about 500 copies of the desired nucleotide sequence(s). Use of pre-amplification may also limit inaccuracies associated with depleted reactants in standard PCR reactions.

In some embodiments, a nucleic acid reagent sometimes is stably integrated into the chromosome of the host organism, or a nucleic acid reagent can be a deletion of a portion of the host chromosome, in certain embodiments (e.g., genetically modified organisms, where alteration of the host genome confers the ability to selectively or preferentially maintain the desired organism carrying the genetic modification). Such nucleic acid reagents (e.g., nucleic acids or genetically modified organisms whose altered genome confers a selectable trait to the organism) can be selected for their ability to guide production of a desired protein or nucleic acid molecule. When desired, the nucleic acid reagent can be altered such that codons encode for (i) the same amino acid, using a different tRNA than that specified in the native sequence, or (ii) a different amino acid than is normal, including unconventional or unnatural amino acids (including detectably labeled amino acids). As described herein, the term “native sequence” refers to an unmodified nucleotide sequence as found in its natural setting (e.g., a nucleotide sequence as found in an organism).

A nucleic acid or nucleic acid reagent can comprise certain elements often selected according to the intended use of the nucleic acid. Any of the following elements can be included in or excluded from a nucleic acid reagent. A nucleic acid reagent, for example, may include one or more or all of the following nucleotide elements: one or more promoter elements, one or more 5′ untranslated regions (5′UTRs), one or more regions into which a target nucleotide sequence may be inserted (an “insertion element”), one or more target nucleotide sequences, one or more 3′ untranslated regions (3′UTRs), and one or more selection elements. A nucleic acid reagent can be provided with one or more of such elements and other elements may be inserted into the nucleic acid before the nucleic acid is introduced into the desired organism. In some embodiments, a provided nucleic acid reagent comprises a promoter, 5′UTR, optional 3′UTR and insertion element(s) by which a target nucleotide sequence is inserted (i.e., cloned) into the nucleotide acid reagent. In certain embodiments, a provided nucleic acid reagent comprises a promoter, insertion element(s) and optional 3′UTR, and a 5′ UTR/target nucleotide sequence is inserted with an optional 3′UTR. The elements can be arranged in any order suitable for expression in the chosen expression system (e.g., expression in a chosen organism, or expression in a cell free system, for example), and in some embodiments a nucleic acid reagent comprises the following elements in the 5′ to 3′ direction: (1) promoter element, 5′UTR, and insertion element(s); (2) promoter element, 5′UTR, and target nucleotide sequence; (3) promoter element, 5′UTR, insertion element(s) and 3′UTR; and (4) promoter element, 5′UTR, target nucleotide sequence and 3′UTR.

A promoter element typically is required for DNA synthesis and/or RNA synthesis. A promoter element often comprises a region of DNA that can facilitate the transcription of a particular gene, by providing a start site for the synthesis of RNA corresponding to a gene. Promoters generally are located near the genes they regulate, are located upstream of the gene (e.g., 5′ of the gene), and are on the same strand of DNA as the sense strand of the gene, in some embodiments.

A promoter often interacts with a RNA polymerase. A polymerase is an enzyme that catalyses synthesis of nucleic acids using a preexisting nucleic acid reagent. When the template is a DNA template, an RNA molecule is transcribed before protein is synthesized. Enzymes having polymerase activity suitable for use in the present methods include any polymerase that is active in the chosen system with the chosen template to synthesize protein. In some embodiments, a promoter (e.g., a heterologous promoter) also referred to herein as a promoter element, can be operably linked to a nucleotide sequence or an open reading frame (ORF). Transcription from the promoter element can catalyze the synthesis of an RNA corresponding to the nucleotide sequence or ORF sequence operably linked to the promoter, which in turn leads to synthesis of a desired peptide, polypeptide or protein. The term “operably linked” as used herein with respect to promoters refers to a nucleic acid sequence (e.g., a coding sequence) present on the same nucleic acid molecule as a promoter element and whose expression is under the control of said promoter element.

Promoter elements sometimes exhibit responsiveness to regulatory control. Promoter elements also sometimes can be regulated by a selective agent. That is, transcription from promoter elements sometimes can be turned on, turned off, up-regulated or down-regulated, in response to a change in environmental, nutritional or internal conditions or signals (e.g., heat inducible promoters, light regulated promoters, feedback regulated promoters, hormone influenced promoters, tissue specific promoters, oxygen and pH influenced promoters, promoters that are responsive to selective agents (e.g., kanamycin) and the like, for example). Promoters influenced by environmental, nutritional or internal signals frequently are influenced by a signal (direct or indirect) that binds at or near the promoter and increases or decreases expression of the target sequence under certain conditions.

Non-limiting examples of selective or regulatory agents that can influence transcription from a promoter element used in embodiments described herein include, without limitation, (1) nucleic acid segments that encode products that provide resistance against otherwise toxic compounds (e.g., antibiotics); (2) nucleic acid segments that encode products that are otherwise lacking in the recipient cell (e.g., essential products, tRNA genes, auxotrophic markers); (3) nucleic acid segments that encode products that suppress the activity of a gene product; (4) nucleic acid segments that encode products that can be readily identified (e.g., phenotypic markers such as antibiotics (e.g., β-lactamase), β-galactosidase, green fluorescent protein (GFP), yellow fluorescent protein (YFP), red fluorescent protein (RFP), cyan fluorescent protein (CFP), and cell surface proteins); (5) nucleic acid segments that bind products that are otherwise detrimental to cell survival and/or function; (6) nucleic acid segments that otherwise inhibit the activity of any of the nucleic acid segments described in Nos. 1-5 above (e.g., antisense oligonucleotides); (7) nucleic acid segments that bind products that modify a substrate (e.g., restriction endonucleases); (8) nucleic acid segments that can be used to isolate or identify a desired molecule (e.g., specific protein binding sites); (9) nucleic acid segments that encode a specific nucleotide sequence that can be otherwise non-functional (e.g., for PCR amplification of subpopulations of molecules); (10) nucleic acid segments that, when absent, directly or indirectly confer resistance or sensitivity to particular compounds; (11) nucleic acid segments that encode products that either are toxic or convert a relatively non-toxic compound to a toxic compound (e.g., Herpes simplex thymidine kinase, cytosine deaminase) in recipient cells; (12) nucleic acid segments that inhibit replication, partition or heritability of nucleic acid molecules that contain them; and/or (13) nucleic acid segments that encode conditional replication functions, e.g., replication in certain hosts or host cell strains or under certain environmental conditions (e.g., temperature, nutritional conditions, and the like). In some embodiments, the regulatory or selective agent can be added to change the existing growth conditions to which the organism is subjected (e.g., growth in liquid culture, growth in a fermentor, growth on solid nutrient plates and the like for example).

In some embodiments, regulation of a promoter element can be used to alter (e.g., increase, add, decrease or substantially eliminate) the activity of a peptide, polypeptide or protein (e.g., enzyme activity for example). For example, a microorganism can be engineered by genetic modification to express a nucleic acid reagent that can add a novel activity (e.g., an activity not normally found in the host organism) or increase the expression of an existing activity by increasing transcription from a homologous or heterologous promoter operably linked to a nucleotide sequence of interest (e.g., homologous or heterologous nucleotide sequence of interest), in certain embodiments. In some embodiments, a microorganism can be engineered by genetic modification to express a nucleic acid reagent that can decrease expression of an activity by decreasing or substantially eliminating transcription from a homologous or heterologous promoter operably linked to a nucleotide sequence of interest, in certain embodiments.

In some embodiments the activity can be altered using recombinant DNA and genetic techniques known to the artisan. Methods for engineering microorganisms are further described herein. Tables herein provide non-limiting lists of yeast promoters that are up-regulated by oxygen, yeast promoters that are down-regulated by oxygen, yeast transcriptional repressors and their associated genes, DNA binding motifs as determined using the MEME sequence analysis software. Potential regulator binding motifs can be identified using the program MEME to search intergenic regions bound by regulators for overrepresented sequences. For each regulator, the sequences of intergenic regions bound with p-values less than 0.001 were extracted to use as input for motif discovery. The MEME software was run using the following settings: a motif width ranging from 6 to 18 bases, the “zoops” distribution model, a 6th order Markov background model and a discovery limit of 20 motifs. The discovered sequence motifs were scored for significance by two criteria: an E-value calculated by MEME and a specificity score. The motif with the best score using each metric is shown for each regulator. All motifs presented are derived from datasets generated in rich growth conditions with the exception of a previously published dataset for epitope-tagged Gal4 grown in galactose

In some embodiments, the altered activity can be found by screening the organism under conditions that select for the desired change in activity. For example, certain microorganisms can be adapted to increase or decrease an activity by selecting or screening the organism in question on a media containing substances that are poorly metabolized or even toxic. An increase in the ability of an organism to grow a substance that is normally poorly metabolized would result in an increase in the growth rate on that substance, for example. A decrease in the sensitivity to a toxic substance might be manifested by growth on higher concentrations of the toxic substance, for example. Genetic modifications that are identified in this manner sometimes are referred to as naturally occurring mutations or the organisms that carry them can sometimes be referred to as naturally occurring mutants. Modifications obtained in this manner are not limited to alterations in promoter sequences. That is, screening microorganisms by selective pressure, as described above, can yield genetic alterations that can occur in non-promoter sequences, and sometimes also can occur in sequences that are not in the nucleotide sequence of interest, but in a related nucleotide sequences (e.g., a gene involved in a different step of the same pathway, a transport gene, and the like). Naturally occurring mutants sometimes can be found by isolating naturally occurring variants from unique environments, in some embodiments.

In addition to the regulated promoter sequences, regulatory sequences, and coding polynucleotides provided herein, a nucleic acid reagent may include a polynucleotide sequence 70% or more identical to the foregoing (or to the complementary sequences). That is, a nucleotide sequence that is at least 70% or more, 71% or more, 72% or more, 73% or more, 74% or more, 75% or more, 76% or more, 77% or more, 78% or more, 79% or more, 80% or more, 81% or more, 82% or more, 83% or more, 84% or more, 85% or more, 86% or more, 87% or more, 88% or more, 89% or more, 90% or more, 91% or more, 92% or more, 93% or more, 94% or more, 95% or more, 96% or more, 97% or more, 98% or more, or 99% or more identical to a nucleotide sequence described herein can be utilized. The term “identical” as used herein refers to two or more nucleotide sequences having substantially the same nucleotide sequence when compared to each other. One test for determining whether two nucleotide sequences or amino acids sequences are substantially identical is to determine the percent of identical nucleotide sequences or amino acid sequences shared.

Calculations of sequence identity can be performed as follows. Sequences are aligned for optimal comparison purposes (e.g., gaps can be introduced in one or both of a first and a second amino acid or nucleic acid sequence for optimal alignment and non-homologous sequences can be disregarded for comparison purposes). The length of a reference sequence aligned for comparison purposes is sometimes 30% or more, 40% or more, 50% or more, often 60% or more, and more often 70% or more, 80% or more, 90% or more, or 100% of the length of the reference sequence. The nucleotides or amino acids at corresponding nucleotide or polypeptide positions, respectively, are then compared among the two sequences. When a position in the first sequence is occupied by the same nucleotide or amino acid as the corresponding position in the second sequence, the nucleotides or amino acids are deemed to be identical at that position. The percent identity between the two sequences is a function of the number of identical positions shared by the sequences, taking into account the number of gaps, and the length of each gap, introduced for optimal alignment of the two sequences.

Comparison of sequences and determination of percent identity between two sequences can be accomplished using a mathematical algorithm. Percent identity between two amino acid or nucleotide sequences can be determined using the algorithm of Meyers & Miller, CABIOS 4: 11-17 (1989), which has been incorporated into the ALIGN program (version 2.0), using a PAM120 weight residue table, a gap length penalty of 12 and a gap penalty of 4. Also, percent identity between two amino acid sequences can be determined using the Needleman & Wunsch, J. Mol. Biol. 48: 444-453 (1970) algorithm which has been incorporated into the GAP program in the GCG software package (available at the http address www.gcg.com), using either a Blossum 62 matrix or a PAM250 matrix, and a gap weight of 16, 14, 12, 10, 8, 6, or 4 and a length weight of 1, 2, 3, 4, 5, or 6. Percent identity between two nucleotide sequences can be determined using the GAP program in the GCG software package (available at http address www.gcg.com), using a NWSgapdna.CMP matrix and a gap weight of 40, 50, 60, 70, or 80 and a length weight of 1, 2, 3, 4, 5, or 6. A set of parameters often used is a Blossum 62 scoring matrix with a gap open penalty of 12, a gap extend penalty of 4, and a frameshift gap penalty of 5.

Sequence identity can also be determined by hybridization assays conducted under stringent conditions. As use herein, the term “stringent conditions” refers to conditions for hybridization and washing. Stringent conditions are known to those skilled in the art and can be found in Current Protocols in Molecular Biology, John Wiley & Sons, N.Y., 6.3.1-6.3.6 (1989). Aqueous and non-aqueous methods are described in that reference and either can be used. An example of stringent hybridization conditions is hybridization in 6× sodium chloride/sodium citrate (SSC) at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 50° C. Another example of stringent hybridization conditions are hybridization in 6× sodium chloride/sodium citrate (SSC) at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 55° C. A further example of stringent hybridization conditions is hybridization in 6× sodium chloride/sodium citrate (SSC) at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 60° C. Often, stringent hybridization conditions are hybridization in 6× sodium chloride/sodium citrate (SSC) at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 65° C. More often, stringency conditions are 0.5M sodium phosphate, 7% SDS at 65° C., followed by one or more washes at 0.2×SSC, 1% SDS at 65° C.

As noted above, nucleic acid reagents may also comprise one or more 5′ UTR's, and one or more 3′UTR's. A 5′ UTR may comprise one or more elements endogenous to the nucleotide sequence from which it originates, and sometimes includes one or more exogenous elements. A 5′ UTR can originate from any suitable nucleic acid, such as genomic DNA, plasmid DNA, RNA or mRNA, for example, from any suitable organism (e.g., virus, bacterium, yeast, fungi, plant, insect or mammal). The artisan may select appropriate elements for the 5′ UTR based upon the chosen expression system (e.g., expression in a chosen organism, or expression in a cell free system, for example). A 5′ UTR sometimes comprises one or more of the following elements known to the artisan: enhancer sequences (e.g., transcriptional or translational), transcription initiation site, transcription factor binding site, translation regulation site, translation initiation site, translation factor binding site, accessory protein binding site, feedback regulation agent binding sites, Pribnow box, TATA box, -35 element, E-box (helix-loop-helix binding element), ribosome binding site, replicon, internal ribosome entry site (IRES), silencer element and the like. In some embodiments, a promoter element may be isolated such that all 5′ UTR elements necessary for proper conditional regulation are contained in the promoter element fragment, or within a functional subsequence of a promoter element fragment.

A 5′UTR in the nucleic acid reagent can comprise a translational enhancer nucleotide sequence. A translational enhancer nucleotide sequence often is located between the promoter and the target nucleotide sequence in a nucleic acid reagent. A translational enhancer sequence often binds to a ribosome, sometimes is an 18S rRNA-binding ribonucleotide sequence (i.e., a 40S ribosome binding sequence) and sometimes is an internal ribosome entry sequence (IRES). An IRES generally forms an RNA scaffold with precisely placed RNA tertiary structures that contact a 40S ribosomal subunit via a number of specific intermolecular interactions. Examples of ribosomal enhancer sequences are known and can be identified by the artisan (e.g., Mignone et al., Nucleic Acids Research 33: D141-D146 (2005); Paulous et al., Nucleic Acids Research 31: 722-733 (2003); Akbergenov et al., Nucleic Acids Research 32: 239-247 (2004); Mignone et al., Genome Biology 3(3): reviews 0004.1-0001.10 (2002); Gallie, Nucleic Acids Research 30: 3401-3411 (2002); Shaloiko et al., http address www.interscience.wiley.com, DOI: 10.1002/bit.20267; and Gallie et al., Nucleic Acids Research 15: 3257-3273 (1987)).

A translational enhancer sequence sometimes is a eukaryotic sequence, such as a Kozak consensus sequence or other sequence (e.g., hydroid polyp sequence, GenBank accession no. U07128). A translational enhancer sequence sometimes is a prokaryotic sequence, such as a Shine-Dalgarno consensus sequence. In certain embodiments, the translational enhancer sequence is a viral nucleotide sequence. A translational enhancer sequence sometimes is from a 5′ UTR of a plant virus, such as Tobacco Mosaic Virus (TMV), Alfalfa Mosaic Virus (AMV); Tobacco Etch Virus (ETV); Potato Virus Y (PVY); Turnip Mosaic (poty) Virus and Pea Seed Borne Mosaic Virus, for example. In certain embodiments, an omega sequence about 67 bases in length from TMV is included in the nucleic acid reagent as a translational enhancer sequence (e.g., devoid of guanosine nucleotides and includes a 25 nucleotide long poly (CAA) central region).

A 3′ UTR may comprise one or more elements endogenous to the nucleotide sequence from which it originates and sometimes includes one or more exogenous elements. A 3′ UTR may originate from any suitable nucleic acid, such as genomic DNA, plasmid DNA, RNA or mRNA, for example, from any suitable organism (e.g., a virus, bacterium, yeast, fungi, plant, insect or mammal). The artisan can select appropriate elements for the 3′ UTR based upon the chosen expression system (e.g., expression in a chosen organism, for example). A 3′ UTR sometimes comprises one or more of the following elements known to the artisan: transcription regulation site, transcription initiation site, transcription termination site, transcription factor binding site, translation regulation site, translation termination site, translation initiation site, translation factor binding site, ribosome binding site, replicon, enhancer element, silencer element and polyadenosine tail. A 3′ UTR often includes a polyadenosine tail and sometimes does not, and if a polyadenosine tail is present, one or more adenosine moieties may be added or deleted from it (e.g., about 5, about 10, about 15, about 20, about 25, about 30, about 35, about 40, about 45 or about 50 adenosine moieties may be added or subtracted).

In some embodiments, modification of a 5′ UTR and/or a 3′ UTR can be used to alter (e.g., increase, add, decrease or substantially eliminate) the activity of a promoter. Alteration of the promoter activity can in turn alter the activity of a peptide, polypeptide or protein (e.g., enzyme activity for example), by a change in transcription of the nucleotide sequence(s) of interest from an operably linked promoter element comprising the modified 5′ or 3′ UTR. For example, a microorganism can be engineered by genetic modification to express a nucleic acid reagent comprising a modified 5′ or 3′ UTR that can add a novel activity (e.g., an activity not normally found in the host organism) or increase the expression of an existing activity by increasing transcription from a homologous or heterologous promoter operably linked to a nucleotide sequence of interest (e.g., homologous or heterologous nucleotide sequence of interest), in certain embodiments. In some embodiments, a microorganism can be engineered by genetic modification to express a nucleic acid reagent comprising a modified 5′ or 3′ UTR that can decrease the expression of an activity by decreasing or substantially eliminating transcription from a homologous or heterologous promoter operably linked to a nucleotide sequence of interest, in certain embodiments.

A nucleotide reagent sometimes can comprise a target nucleotide sequence. A “target nucleotide sequence” as used herein encodes a nucleic acid, peptide, polypeptide or protein of interest, and may be a ribonucleotide sequence or a deoxyribonucleotide sequence.

A target nucleic acid sometimes can comprise a chimeric nucleic acid (or chimeric nucleotide sequence), which can encode a chimeric protein (or chimeric amino acid sequence). The term “chimeric” as used herein refers to a nucleic acid or nucleotide sequence, or encoded product thereof, containing sequences from two or more different sources. Any suitable source can be selected, including, but not limited to, a sequence from a nucleic acid, nucleotide sequence, ribosomal nucleic acid, RNA, DNA, regulatory nucleotide sequence (e.g., promoter, URL, enhancer, repressor and the like), coding nucleic acid, gene, nucleic acid linker, nucleic acid tag, amino acid sequence, peptide, polypeptide, protein, chromosome, and organism. A chimeric molecule can include a sequence of contiguous nucleotides or amino acids from a source including, but not limited to, a virus, prokaryote, eukaryote, genus, species, homolog, ortholog, paralog and isozyme, nucleic acid linkers, nucleic acid tags, the like and combinations thereof). A chimeric molecule can be generated by placing in juxtaposition fragments of related or unrelated nucleic acids, nucleotide sequences or DNA segments, in some embodiments. In certain embodiments the nucleic acids, nucleotide sequences or DNA segments can be native or wild type sequences, mutant sequences or engineered sequences (completely engineered or engineered to a point, for example).

In some embodiments, a chimera includes about 1, 2, 3, 4 or 5 sequences (e.g., contiguous nucleotides, contiguous amino acids) from one organism and 1, 2, 3, 4 or 5 sequences (e.g., contiguous nucleotides, contiguous amino acids) from another organism. The organisms sometimes are a microbe, such as a bacterium (e.g., gram positive, gram negative), yeast or fungus (e.g., aerobic fungus, anaerobic fungus), for example. In some embodiments, the organisms are bacteria, the organisms are yeast or the organisms are fungi (e.g., different species), and sometimes one organism is a bacterium or yeast and another is a fungus. A chimeric molecule may contain up to about 99% of sequences from one organism (e.g., about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 96, 97, 98, 99%) and the balance percentage from one or more other organisms. In certain embodiments, a chimeric molecule includes altered codons (in the case of a chimeric nucleic acid) and one or more mutations (e.g., point mutations, nucleotide substitutions, amino acid substitutions). In some embodiments, the chimera comprises a portion of a xylose isomerase from one bacteria species and a portion of a xylose isomerase from another bacteria species. In still other embodiments, the chimera comprises a portion of a xylose isomerase from one species of fungus and another portion of a xylose isomerase from another species of fungus. In still other embodiments, the chimera comprises one portion of a xylose isomerase from a plant, and another portion of a xylose isomerase from a non-plant (such as a bacteria or fungus).

In other embodiments, the chimera comprises one portion of a xylose isomerase from a plant, another portion of a xylose isomerase from a bacteria, and yet another portion of a xylose isomerase from a fungus.

In specific embodiments, a gene encoding a xylose isomerase protein is chimeric, and includes a portion of a xylose isomerase encoding sequence from one organism (e.g. a fungus (e.g., Piromyces, Orpinomyces, Neocallimastix, Caecomyces, Ruminomyces, and the like)) and a portion of a xylose isomerase encoding sequence from another organism (e.g., bacterium (e.g., Ruminococcus, Thermotoga, Clostridium)). Sometimes a fungal sequence is located at the N-terminal portion of the encoded xylose isomerase polypeptide and the bacterial sequence is located at the C-terminal portion of the polypeptide. In some embodiments one contiguous fungal xylose isomerase sequence is about 1% to about 30% of overall sequence (e.g., about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29%) and the remaining sequence is a contiguous bacterial xylose isomerase sequence. In certain embodiments, a chimeric xylose isomerase includes one or more point mutations.

A chimera sometimes is the result of recombination between two or more nucleic acids, nucleotide sequences or genes, and sometimes is the result of genetic manipulation (e.g., designed and/or generated by the hand of a human being). Any suitable nucleic acid or nucleotide sequence and method for combining nucleic acids or nucleotide sequences can be used to generate a chimeric nucleic acid or nucleotide sequence. Non-limiting examples of nucleic acid and nucleotide sequence sources and methods for generating chimeric nucleic acids and nucleotide sequences are presented herein.

In some embodiments, fragments used to generate a chimera can be juxtaposed as units (e.g., nucleic acid from the sources are combined end to end and not interspersed. In embodiments where a chimera includes one stretch of contiguous nucleotides for each organism, nucleotide sequence combinations can be noted as DNA source 1 DNA source 2 or DNA source 1/DNA source 2/DNA source 3, the like and combinations thereof, for example. In certain embodiments, fragments used to generate a chimera can be juxtaposed such that one or more fragments from one or more sources can be interspersed with other fragments used to generate the chimera (e.g., DNA source 1/DNA source 2/DNA source 1/DNA source 3/DNA source 2/DNA source 1). In some embodiments, the nucleotide sequence length of the fragments used to generate a chimera can be in the range from about 5 base pairs to about 5,000 base pairs (e.g., about 5 base pairs (bp), about 10 bp, about 15 bp, about 20 bp, about 25 bp, about 30 bp, about 35 bp, about 40 bp, about 45 bp, about 50 bp, about 55 bp, about 60 bp, about bp, about 65 bp, about 70 bp, about 75 bp, about 80 bp, about 85 bp, about 90 bp, about 95 bp, about 100 bp, about 125 bp, about 150 bp, about 175 bp, about 200 bp, about 250 bp, about 300 bp, about 350 bp, about 400 bp, about 450 bp, about 500 bp, about 550 bp, about 600 bp, about 650 bp, about 700 bp, about 750 bp, about 800 bp, about 850 bp, about 900 bp, about 950 bp, about 1000 bp, about 1500 bp, about 2000 bp, about 2500 bp, about 3000 bp, about 3500 bp, about 4000 bp, about 4500 bp, or about 5000 bp).

In certain embodiments, a chimeric nucleic acid or nucleotide sequence encodes the same activity as the activity encoded by the source nucleic acids or nucleotide sequences. In some embodiments, a chimeric nucleic acid or nucleotide sequence has a similar or the same activity, but the amount of the activity, or kinetics of the activity, are altered (e.g., increased, decreased). In certain embodiments, a chimeric nucleic acid or nucleotide sequence encodes a different activity, and in some embodiments a chimeric nucleic acid or nucleotide sequences encodes a chimeric activity (e.g., a combination of two or more activities).

A target nucleic acid sometimes is an untranslated ribonucleic acid and sometimes is a translated ribonucleic acid. An untranslated ribonucleic acid may include, but is not limited to, a small interfering ribonucleic acid (siRNA), a short hairpin ribonucleic acid (shRNA), other ribonucleic acid capable of RNA interference (RNAi), an antisense ribonucleic acid, or a ribozyme. A translatable target nucleotide sequence (e.g., a target ribonucleotide sequence) sometimes encodes a peptide, polypeptide or protein, which are sometimes referred to herein as “target peptides,” “target polypeptides” or “target proteins.”

Any peptides, polypeptides or proteins, or an activity catalyzed by one or more peptides, polypeptides or proteins may be encoded by a target nucleotide sequence and may be selected by a person of ordinary skill in the art. Representative proteins include enzymes (e.g., phosphofructokinase activity, phosphogluconate dehydratase activity, 2-keto-3-deoxygluconate-6-phosphate aldolase activity, xylose isomerase activity, phosphoenolpyruvate carboxylase activity, alcohol dehydrogenase 2 activity and thymidylate synthase activity and the like, for example), antibodies, serum proteins (e.g., albumin), membrane bound proteins, hormones (e.g., growth hormone, erythropoietin, insulin, etc.), cytokines, etc., and include both naturally occurring and exogenously expressed polypeptides. Representative activities (e.g., enzymes or combinations of enzymes which are functionally associated to provide an activity) include phosphofructokinase activity, phosphogluconate dehydratase activity, 2-keto-3-deoxygluconate-6-phosphate aldolase activity, xylose isomerase activity, phosphoenolpyruvate carboxylase activity, alcohol dehydrogenase 2 activity and thymidylate synthase activity and the like for example. The term “enzyme” as used herein refers to a protein which can act as a catalyst to induce a chemical change in other compounds, thereby producing one or more products from one or more substrates.

Specific polypeptides (e.g., enzymes) useful for embodiments described herein are listed hereafter. The term “protein” as used herein refers to a molecule having a sequence of amino acids linked by peptide bonds. This term includes fusion proteins, oligopeptides, peptides, cyclic peptides, polypeptides and polypeptide derivatives, whether native or recombinant, and also includes fragments, derivatives, homologs, and variants thereof. A protein or polypeptide sometimes is of intracellular origin (e.g., located in the nucleus, cytosol, or interstitial space of host cells in vivo) and sometimes is a cell membrane protein in vivo. In some embodiments (described above, and in further detail below in Engineering and Alteration Methods), a genetic modification can result in a modification (e.g., increase, substantially increase, decrease or substantially decrease) of a target activity.

A translatable nucleotide sequence generally is located between a start codon (AUG in ribonucleic acids and ATG in deoxyribonucleic acids) and a stop codon (e.g., UAA (ochre), UAG (amber) or UGA (opal) in ribonucleic acids and TAA, TAG or TGA in deoxyribonucleic acids), and sometimes is referred to herein as an “open reading frame” (ORF). A nucleic acid reagent sometimes comprises one or more ORFs. An ORF may be from any suitable source, sometimes from genomic DNA, mRNA, reverse transcribed RNA or complementary DNA (cDNA) or a nucleic acid library comprising one or more of the foregoing, and is from any organism species that contains a nucleic acid sequence of interest, protein of interest, or activity of interest. Non-limiting examples of organisms from which an ORF can be obtained include bacteria, yeast, fungi, human, insect, nematode, bovine, equine, canine, feline, rat or mouse, for example.

A nucleic acid reagent sometimes comprises a nucleotide sequence adjacent to an ORF that is translated in conjunction with the ORF and encodes an amino acid tag. The tag-encoding nucleotide sequence is located 3′ and/or 5′ of an ORF in the nucleic acid reagent, thereby encoding a tag at the C-terminus or N-terminus of the protein or peptide encoded by the ORF. Any tag that does not abrogate in vitro transcription and/or translation may be utilized and may be appropriately selected by the artisan. Tags may facilitate isolation and/or purification of the desired ORF product from culture or fermentation media.

A tag sometimes specifically binds a molecule or moiety of a solid phase or a detectable label, for example, thereby having utility for isolating, purifying and/or detecting a protein or peptide encoded by the ORF. In some embodiments, a tag comprises one or more of the following elements: FLAG (e.g., DYKDDDDKG) (SEQ ID NO: 132), V5 (e.g., GKPIPNPLLGLDST) (SEQ ID NO: 133), c-MYC (e.g., EQKLISEEDL) (SEQ ID NO: 134), HSV (e.g., QPELAPEDPED) (SEQ ID NO: 135), influenza hemaglutinin, HA (e.g., YPYDVPDYA) (SEQ ID NO: 136), VSV-G (e.g., YTDIEMNRLGK) (SEQ ID NO: 137), bacterial glutathione-5-transferase, maltose binding protein, a streptavidin- or avidin-binding tag (e.g., pcDNA™6 BioEase™ Gateway® Biotinylation System (Invitrogen)), thioredoxin, 6-galactosidase, VSV-glycoprotein, a fluorescent protein (e.g., green fluorescent protein or one of its many color variants (e.g., yellow, red, blue)), a polylysine or polyarginine sequence, a polyhistidine sequence (e.g., His6) (SEQ ID NO: 138) or other sequence that chelates a metal (e.g., cobalt, zinc, copper), and/or a cysteine-rich sequence that binds to an arsenic-containing molecule. In certain embodiments, a cysteine-rich tag comprises the amino acid sequence CC-Xn-CC (SEQ ID NO: 139), wherein X is any amino acid and n is 1 to 3, and the cysteine-rich sequence sometimes is CCPGCC (SEQ ID NO: 140). In certain embodiments, the tag comprises a cysteine-rich element and a polyhistidine element (e.g., CCPGCC (SEQ ID NO: 140) and His6 (SEQ ID NO: 138)).

A tag often conveniently binds to a binding partner. For example, some tags bind to an antibody (e.g., FLAG) and sometimes specifically bind to a small molecule. For example, a polyhistidine tag specifically chelates a bivalent metal, such as copper, zinc and cobalt; a polylysine or polyarginine tag specifically binds to a zinc finger; a glutathione S-transferase tag binds to glutathione; and a cysteine-rich tag specifically binds to an arsenic-containing molecule. Arsenic-containing molecules include LUMIO™ agents (Invitrogen, California), such as FIAsH™ (EDT2[4′,5′-bis(1,3,2-dithioarsolan-2-yl)fluorescein-(1,2-ethanedithiol)2]) and ReAsH reagents (e.g., U.S. Pat. No. 5,932,474 to Tsien et al., entitled “Target Sequences for Synthetic Molecules;” U.S. Pat. No. 6,054,271 to Tsien et al., entitled “Methods of Using Synthetic Molecules and Target Sequences;” U.S. Pat. Nos. 6,451,569 and 6,008,378; published U.S. Patent Application 2003/0083373, and published PCT Patent Application WO 99/21013, all to Tsien et al. and all entitled “Synthetic Molecules that Specifically React with Target Sequences”). Such antibodies and small molecules sometimes are linked to a solid phase for convenient isolation of the target protein or target peptide.

A tag sometimes comprises a sequence that localizes a translated protein or peptide to a component in a system, which is referred to as a “signal sequence” or “localization signal sequence” herein. A signal sequence often is incorporated at the N-terminus of a target protein or target peptide, and sometimes is incorporated at the C-terminus. Examples of signal sequences are known to the artisan, are readily incorporated into a nucleic acid reagent, and often are selected according to the organism in which expression of the nucleic acid reagent is performed. A signal sequence in some embodiments localizes a translated protein or peptide to a cell membrane. Examples of signal sequences include, but are not limited to, a nucleus targeting signal (e.g., steroid receptor sequence and N-terminal sequence of SV40 virus large T antigen); mitochondrial targeting signal (e.g., amino acid sequence that forms an amphipathic helix); peroxisome targeting signal (e.g., C-terminal sequence in YFG from S.cerevisiae); and a secretion signal (e.g., N-terminal sequences from invertase, mating factor alpha, PHO5 and SUC2 in S.cerevisiae; multiple N-terminal sequences of B. subtilis proteins (e.g., Tjalsma et al., Microbiol. Molec. Biol. Rev. 64: 515-547 (2000)); alpha amylase signal sequence (e.g., U.S. Pat. No. 6,288,302); pectate lyase signal sequence (e.g., U.S. Pat. No. 5,846,818); precollagen signal sequence (e.g., U.S. Pat. No. 5,712,114); OmpA signal sequence (e.g., U.S. Pat. No. 5,470,719); lam beta signal sequence (e.g., U.S. Pat. No. 5,389,529); B. brevis signal sequence (e.g., U.S. Pat. No. 5,232,841); and P. pastoris signal sequence (e.g., U.S. Pat. No. 5,268,273)).

A tag sometimes is directly adjacent to the amino acid sequence encoded by an ORF (i.e., there is no intervening sequence) and sometimes a tag is substantially adjacent to an ORF encoded amino acid sequence (e.g., an intervening sequence is present). An intervening sequence sometimes includes a recognition site for a protease, which is useful for cleaving a tag from a target protein or peptide. In some embodiments, the intervening sequence is cleaved by Factor Xa (e.g., recognition site I (E/D)GR), thrombin (e.g., recognition site LVPRGS) (SEQ ID NO: 141), enterokinase (e.g., recognition site DDDDK) (SEQ ID NO: 142), TEV protease (e.g., recognition site ENLYFQG) (SEQ ID NO: 143) or PreScission™ protease (e.g., recognition site LEVLFQGP) (SEQ ID NO: 144), for example.

An intervening sequence sometimes is referred to herein as a “linker sequence,” and may be of any suitable length selected by the artisan. A linker sequence sometimes is about 1 to about 20 amino acids in length, and sometimes about 5 to about 10 amino acids in length. The artisan may select the linker length to substantially preserve target protein or peptide function (e.g., a tag may reduce target protein or peptide function unless separated by a linker), to enhance disassociation of a tag from a target protein or peptide when a protease cleavage site is present (e.g., cleavage may be enhanced when a linker is present), and to enhance interaction of a tag/target protein product with a solid phase. A linker can be of any suitable amino acid content, and often comprises a higher proportion of amino acids having relatively short side chains (e.g., glycine, alanine, serine and threonine).

A nucleic acid reagent sometimes includes a stop codon between a tag element and an insertion element or ORF, which can be useful for translating an ORF with or without the tag. Mutant tRNA molecules that recognize stop codons (described above) suppress translation termination and thereby are designated “suppressor tRNAs.” Suppressor tRNAs can result in the insertion of amino acids and continuation of translation past stop codons (e.g., U.S. Patent Application No. 60/587,583, filed Jul. 14, 2004, entitled “Production of Fusion Proteins by Cell-Free Protein Synthesis,”; Eggertsson, et al., (1988) Microbiological Review 52(3):354-374, and Engleerg-Kukla, et al. (1996) in Escherichia coli and Salmonella Cellular and Molecular Biology, Chapter 60, pps 909-921, Neidhardt, et al. eds., ASM Press, Washington, D.C.). A number of suppressor tRNAs are known, including but not limited to, supE, supP, supD, supF and supZ suppressors, which suppress the termination of translation of the amber stop codon; supB, gIT, supL, supN, supC and supM suppressors, which suppress the function of the ochre stop codon and glyT, trpT and Su-9 suppressors, which suppress the function of the opal stop codon. In general, suppressor tRNAs contain one or more mutations in the anti-codon loop of the tRNA that allows the tRNA to base pair with a codon that ordinarily functions as a stop codon. The mutant tRNA is charged with its cognate amino acid residue and the cognate amino acid residue is inserted into the translating polypeptide when the stop codon is encountered. Mutations that enhance the efficiency of termination suppressors (i.e., increase stop codon read-through) have been identified. These include, but are not limited to, mutations in the uar gene (also known as the prfA gene), mutations in the ups gene, mutations in the sueA, sueB and sueC genes, mutations in the rpsD (ramA) and rpsE (spcA) genes and mutations in the rpIL gene.

Thus, a nucleic acid reagent comprising a stop codon located between an ORF and a tag can yield a translated ORF alone when no suppressor tRNA is present in the translation system, and can yield a translated ORF-tag fusion when a suppressor tRNA is present in the system. Suppressor tRNA can be generated in cells transfected with a nucleic acid encoding the tRNA (e.g., a replication incompetent adenovirus containing the human tRNA-Ser suppressor gene can be transfected into cells, or a YAC containing a yeast or bacterial tRNA suppressor gene can be transfected into yeast cells, for example). Vectors for synthesizing suppressor tRNA and for translating ORFs with or without a tag are available to the artisan (e.g., Tag-On-Demand™ kit (Invitrogen Corporation, California); Tag-On-Demand™ Suppressor Supernatant Instruction Manual, Version B, 6 Jun. 2003, at http address vvww.invitrogen.com/content/sfs/manuals/tagondemand_supernatant_man.pdf; Tag-On-Demand™ Gateway® Vector Instruction Manual, Version B, 20 Jun., 2003 at http address www.invitrogen.com/content/sfs/manuals/tagondemand_vectors_man.pdf; and Capone et al., Amber, ochre and opal suppressor tRNA genes derived from a human serine tRNA gene. EMBO J. 4:213, 1985).

Any convenient cloning strategy known in the art may be utilized to incorporate an element, such as an ORF, into a nucleic acid reagent. Known methods can be utilized to insert an element into the template independent of an insertion element, such as (1) cleaving the template at one or more existing restriction enzyme sites and ligating an element of interest and (2) adding restriction enzyme sites to the template by hybridizing oligonucleotide primers that include one or more suitable restriction enzyme sites and amplifying by polymerase chain reaction (described in greater detail herein). Other cloning strategies take advantage of one or more insertion sites present or inserted into the nucleic acid reagent, such as an oligonucleotide primer hybridization site for PCR, for example, and others described hereafter. In some embodiments, a cloning strategy can be combined with genetic manipulation such as recombination (e.g., recombination of a nucleic acid reagent with a nucleic acid sequence of interest into the genome of the organism to be modified, as described further below). In some embodiments, the cloned ORF(s) can produce (directly or indirectly) a desire product, by engineering a microorganism with one or more ORFs of interest, which microorganism comprises one or more altered activities selected from the group consisting of phosphofructokinase activity, phosphogluconate dehydratase activity, 2-keto-3-deoxygluconate-6-phosphate aldolase activity, xylose isomerase activity, phosphoenolpyruvate carboxylase activity, alcohol dehydrogenase 2 activity, sugar transport activity, phosphoglucoisomerase activity, transaldolase activity, transketolase activity, glucose-6-phosphate dehydrogenase activity, 6-phosphogluconolactonase activity, 6-phosphogluconate dehydrogenase (decarboxylating) activity, xylose reductase activity, xylitol dehydrogenase activity, xylulokinase activity and thymidylate synthase activity.

In some embodiments, the nucleic acid reagent includes one or more recombinase insertion sites. A recombinase insertion site is a recognition sequence on a nucleic acid molecule that participates in an integration/recombination reaction by recombination proteins. For example, the recombination site for Cre recombinase is loxP, which is a 34 base pair sequence comprised of two 13 base pair inverted repeats (serving as the recombinase binding sites) flanking an 8 base pair core sequence (e.g., FIG. 1 of Sauer, B., Curr. Opin. Biotech. 5:521-527 (1994)). Other examples of recombination sites include attB, attP, attL, and attR sequences, and mutants, fragments, variants and derivatives thereof, which are recognized by the recombination protein A Int and by the auxiliary proteins integration host factor (IHF), FIS and excisionase (Xis) (e.g., U.S. Pat. Nos. 5,888,732; 6,143,557; 6,171,861; 6,270,969; 6,277,608; and 6,720,140; U.S. patent application Ser. No. 09/517,466, filed Mar. 2, 2000, and 09/732,914, filed Aug. 14, 2003, and in U.S. patent publication no. 2002-0007051-A1; Landy, Curr. Opin. Biotech. 3:699-707 (1993)).

Examples of recombinase cloning nucleic acids are in Gateway® systems (Invitrogen, California), which include at least one recombination site for cloning a desired nucleic acid molecules in vivo or in vitro. In some embodiments, the system utilizes vectors that contain at least two different site-specific recombination sites, often based on the bacteriophage lambda system (e.g., att1 and att2), and are mutated from the wild-type (att0) sites. Each mutated site has a unique specificity for its cognate partner att site (i.e., its binding partner recombination site) of the same type (for example attB1 with attP1, or attL1 with attR1) and will not cross-react with recombination sites of the other mutant type or with the wild-type att0 site. Different site specificities allow directional cloning or linkage of desired molecules thus providing desired orientation of the cloned molecules. Nucleic acid fragments flanked by recombination sites are cloned and subcloned using the Gateway® system by replacing a selectable marker (for example, ccdB) flanked by att sites on the recipient plasmid molecule, sometimes termed the Destination Vector. Desired clones are then selected by transformation of a ccdB sensitive host strain and positive selection for a marker on the recipient molecule. Similar strategies for negative selection (e.g., use of toxic genes) can be used in other organisms such as thymidine kinase (TK) in mammals and insects.

A recombination system useful for engineering yeast is outlined briefly. The system makes use of the ura3 gene (e.g., for S. cerevisiae and C. albicans, for example) or ura4 and ura5 genes (e.g., for S. pombe, for example) and toxicity of the nucleotide analogue 5-Fluoroorotic acid (5-FOA). The ura3 or ura4 and ura5 genes encode orotine-5′-monophosphate (OMP) dicarboxylase. Yeast with an active ura3 or ura4 and ura5 gene (phenotypically Ura+) convert 5-FOA to fluorodeoxyuridine, which is toxic to yeast cells. Yeast carrying a mutation in the appropriate gene(s) or having a knock out of the appropriate gene(s) can grow in the presence of 5-FOA, if the media is also supplemented with uracil.

A nucleic acid engineering construct can be made which may comprise the URA3 gene or cassette (for S. cerevisiae), flanked on either side by the same nucleotide sequence in the same orientation. The ura3 cassette comprises a promoter, the ura3 gene and a functional transcription terminator. Target sequences which direct the construct to a particular nucleic acid region of interest in the organism to be engineered are added such that the target sequences are adjacent to and abut the flanking sequences on either side of the ura3 cassette. Yeast can be transformed with the engineering construct and plated on minimal media without uracil. Colonies can be screened by PCR to determine those transformants that have the engineering construct inserted in the proper location in the genome. Checking insertion location prior to selecting for recombination of the ura3 cassette may reduce the number of incorrect clones carried through to later stages of the procedure. Correctly inserted transformants can then be replica plated on minimal media containing 5-FOA to select for recombination of the ura3 cassette out of the construct, leaving a disrupted gene and an identifiable footprint (e.g., nucleic acid sequence) that can be use to verify the presence of the disrupted gene. The technique described is useful for disrupting or “knocking out” gene function, but also can be used to insert genes or constructs into a host organisms genome in a targeted, sequence specific manner. Further detail will be described below in the engineering section and in the example section.

In certain embodiments, a nucleic acid reagent includes one or more topoisomerase insertion sites. A topoisomerase insertion site is a defined nucleotide sequence recognized and bound by a site-specific topoisomerase. For example, the nucleotide sequence 5′-(C/T)CCTT-3′ is a topoisomerase recognition site bound specifically by most poxvirus topoisomerases, including vaccinia virus DNA topoisomerase I. After binding to the recognition sequence, the topoisomerase cleaves the strand at the 3′-most thymidine of the recognition site to produce a nucleotide sequence comprising 5′-(C/T)CCTT-PO4-TOPO, a complex of the topoisomerase covalently bound to the 3′ phosphate via a tyrosine in the topoisomerase (e.g., Shuman, J. Biol. Chem. 266:11372-11379, 1991; Sekiguchi and Shuman, Nucl. Acids Res. 22:5360-5365, 1994; U.S. Pat. No. 5,766,891; PCT/US95/16099; and PCT/US98/12372). In comparison, the nucleotide sequence 5′-GCAACTT-3′ is a topoisomerase recognition site for type IA E. coli topoisomerase III. An element to be inserted often is combined with topoisomerase-reacted template and thereby incorporated into the nucleic acid reagent (e.g., http address www.invitrogen.com/downloads/F-13512_Topo_Flyer.pdf; http address at world wide web uniform resource locator invitrogen.com/content/sfs/brochures/710_(—)021849%20_B_TOPOCloning_bro.pdf; TOPO TA Cloning® Kit and Zero Blunt® TOPO® Cloning Kit product information).

A nucleic acid reagent sometimes contains one or more origin of replication (ORI) elements. In some embodiments, a template comprises two or more ORIs, where one functions efficiently in one organism (e.g., a bacterium) and another functions efficiently in another organism (e.g., a eukaryote, like yeast for example). In some embodiments, an ORI may function efficiently in one species (e.g., S. cerevisiae, for example) and another ORI may function efficiently in a different species (e.g., S. pombe, for example). A nucleic acid reagent also sometimes includes one or more transcription regulation sites.

A nucleic acid reagent can include one or more selection elements (e.g., elements for selection of the presence of the nucleic acid reagent, and not for activation of a promoter element which can be selectively regulated). Selection elements often are utilized using known processes to determine whether a nucleic acid reagent is included in a cell. In some embodiments, a nucleic acid reagent includes two or more selection elements, where one functions efficiently in one organism and another functions efficiently in another organism. Examples of selection elements include, but are not limited to, (1) nucleic acid segments that encode products that provide resistance against otherwise toxic compounds (e.g., antibiotics); (2) nucleic acid segments that encode products that are otherwise lacking in the recipient cell (e.g., essential products, tRNA genes, auxotrophic markers); (3) nucleic acid segments that encode products that suppress the activity of a gene product; (4) nucleic acid segments that encode products that can be readily identified (e.g., phenotypic markers such as antibiotics (e.g., β-lactamase), β-galactosidase, green fluorescent protein (GFP), yellow fluorescent protein (YFP), red fluorescent protein (RFP), cyan fluorescent protein (CFP), and cell surface proteins); (5) nucleic acid segments that bind products that are otherwise detrimental to cell survival and/or function; (6) nucleic acid segments that otherwise inhibit the activity of any of the nucleic acid segments described in Nos. 1-5 above (e.g., antisense oligonucleotides); (7) nucleic acid segments that bind products that modify a substrate (e.g., restriction endonucleases); (8) nucleic acid segments that can be used to isolate or identify a desired molecule (e.g., specific protein binding sites); (9) nucleic acid segments that encode a specific nucleotide sequence that can be otherwise non-functional (e.g., for PCR amplification of subpopulations of molecules); (10) nucleic acid segments that, when absent, directly or indirectly confer resistance or sensitivity to particular compounds; (11) nucleic acid segments that encode products that either are toxic or convert a relatively non-toxic compound to a toxic compound (e.g., Herpes simplex thymidine kinase, cytosine deaminase) in recipient cells; (12) nucleic acid segments that inhibit replication, partition or heritability of nucleic acid molecules that contain them; and/or (13) nucleic acid segments that encode conditional replication functions, e.g., replication in certain hosts or host cell strains or under certain environmental conditions (e.g., temperature, nutritional conditions, and the like).

A nucleic acid reagent is of any form useful for in vivo transcription and/or translation. A nucleic acid sometimes is a plasmid, such as a supercoiled plasmid, sometimes is a yeast artificial chromosome (e.g., YAC), sometimes is a linear nucleic acid (e.g., a linear nucleic acid produced by PCR or by restriction digest), sometimes is single-stranded and sometimes is double-stranded. A nucleic acid reagent sometimes is prepared by an amplification process, such as a polymerase chain reaction (PCR) process or transcription-mediated amplification process (TMA). In TMA, two enzymes are used in an isothermal reaction to produce amplification products detected by light emission (see, e.g., Biochemistry 1996 Jun. 25; 35(25):8429-38 and http address world wide web uniform resource locator devicelink.com/ivdt/archive/00/11/007.html). Standard PCR processes are known (e.g., U.S. Pat. Nos. 4,683,202; 4,683,195; 4,965,188; and 5,656,493), and generally are performed in cycles. Each cycle includes heat denaturation, in which hybrid nucleic acids dissociate; cooling, in which primer oligonucleotides hybridize; and extension of the oligonucleotides by a polymerase (i.e., Taq polymerase). An example of a PCR cyclical process is treating the sample at 95° C. for 5 minutes; repeating forty-five cycles of 95° C. for 1 minute, 59° C. for 1 minute, 10 seconds, and 72° C. for 1 minute 30 seconds; and then treating the sample at 72° C. for 5 minutes. Multiple cycles frequently are performed using a commercially available thermal cycler. PCR amplification products sometimes are stored for a time at a lower temperature (e.g., at 4° C.) and sometimes are frozen (e.g., at −20° C.) before analysis.

In some embodiments, a nucleic acid reagent, protein reagent, protein fragment reagent or other reagent described herein is isolated or purified. The term “isolated” as used herein refers to material removed from its original environment (e.g., the natural environment if it is naturally occurring, or a host cell if expressed exogenously), and thus is altered “by the hand of man” from its original environment. The term “purified” as used herein with reference to molecules does not refer to absolute purity. Rather, “purified” refers to a substance in a composition that contains fewer substance species in the same class (e.g., nucleic acid or protein species) other than the substance of interest in comparison to the sample from which it originated. “Purified,” if a nucleic acid or protein for example, refers to a substance in a composition that contains fewer nucleic acid species or protein species other than the nucleic acid or protein of interest in comparison to the sample from which it originated. Sometimes, a protein or nucleic acid is “substantially pure,” indicating that the protein or nucleic acid represents at least 50% of protein or nucleic acid on a mass basis of the composition. Often, a substantially pure protein or nucleic acid is at least 75% on a mass basis of the composition, and sometimes at least 95% on a mass basis of the composition.

Engineering and Alteration Methods

Methods and compositions (e.g., nucleic acid reagents) described herein can be used to generate engineered microorganisms. As noted above, the term “engineered microorganism” as used herein refers to a modified organism that includes one or more activities distinct from an activity present in a microorganism utilized as a starting point for modification (e.g., host microorganism or unmodified organism). Engineered microorganisms typically arise as a result of a genetic modification, usually introduced or selected for, by one of skill in the art using readily available techniques. Non-limiting examples of methods useful for generating an altered activity include, introducing a heterologous polynucleotide (e.g., nucleic acid or gene integration, also referred to as “knock in”), removing an endogenous polynucleotide, altering the sequence of an existing endogenous nucleic acid sequence (e.g., site-directed mutagenesis), disruption of an existing endogenous nucleic acid sequence (e.g., knock outs and transposon or insertion element mediated mutagenesis), selection for an altered activity where the selection causes a change in a naturally occurring activity that can be stably inherited (e.g., causes a change in a nucleic acid sequence in the genome of the organism or in an epigenetic nucleic acid that is replicated and passed on to daughter cells), PCR-based mutagenesis, and the like. The term “mutagenesis” as used herein refers to any modification to a nucleic acid (e.g., nucleic acid reagent, or host chromosome, for example) that is subsequently used to generate a product in a host or modified organism. Non-limiting examples of mutagenesis include, deletion, insertion, substitution, rearrangement, point mutations, suppressor mutations and the like. Mutagenesis methods are known in the art and are readily available to the artisan. Non-limiting examples of mutagenesis methods are described herein and can also be found in Maniatis, T., E. F. Fritsch and J. Sambrook (1982) Molecular Cloning: a Laboratory Manual; Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y.

The term “genetic modification” as used herein refers to any suitable nucleic acid addition, removal or alteration that facilitates production of a target product (e.g., phosphogluconate dehydratase activity, 2-keto-3-deoxygluconate-6-phosphate aldolase activity, xylose isomerase activity, or phosphoenolpyruvate carboxylase activity, for example). in an engineered microorganism. Genetic modifications include, without limitation, insertion of one or more nucleotides in a native nucleic acid of a host organism in one or more locations, deletion of one or more nucleotides in a native nucleic acid of a host organism in one or more locations, modification or substitution of one or more nucleotides in a native nucleic acid of a host organism in one or more locations, insertion of a non-native nucleic acid into a host organism (e.g., insertion of an autonomously replicating vector), and removal of a non-native nucleic acid in a host organism (e.g., removal of a vector).

The term “heterologous polynucleotide” as used herein refers to a nucleotide sequence not present in a host microorganism in some embodiments. In certain embodiments, a heterologous polynucleotide is present in a different amount (e.g., different copy number) than in a host microorganism, which can be accomplished, for example, by introducing more copies of a particular nucleotide sequence to a host microorganism (e.g., the particular nucleotide sequence may be in a nucleic acid autonomous of the host chromosome or may be inserted into a chromosome). A heterologous polynucleotide is from a different organism in some embodiments, and in certain embodiments, is from the same type of organism but from an outside source (e.g., a recombinant source).

The term “altered activity” as used herein refers to an activity in an engineered microorganism that is added or modified relative to the host microorganism (e.g., added, increased, reduced, inhibited or removed activity). An activity can be altered by introducing a genetic modification to a host microorganism that yields an engineered microorganism having added, increased, reduced, inhibited or removed activity.

An added activity often is an activity not detectable in a host microorganism. An increased activity generally is an activity detectable in a host microorganism that has been increased in an engineered microorganism. An activity can be increased to any suitable level for production of a target product (e.g., adipic acid, 6-hydroxyhexanoic acid), including but not limited to less than 2-fold (e.g., about 10% increase to about 99% increase; about 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% increase), 2-fold, 3-fold, 4-fold, 5-fold, 6-fold, 7-fold, 8-fold, 9-fold, of 10-fold increase, or greater than about 10-fold increase. A reduced or inhibited activity generally is an activity detectable in a host microorganism that has been reduced or inhibited in an engineered microorganism. An activity can be reduced to undetectable levels in some embodiments, or detectable levels in certain embodiments. An activity can be decreased to any suitable level for production of a target product (e.g., adipic acid, 6-hydroxyhexanoic acid), including but not limited to less than 2-fold (e.g., about 10% decrease to about 99% decrease; about 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90% decrease), 2-fold, 3-fold, 4-fold, 5-fold, 6-fold, 7-fold, 8-fold, 9-fold, of 10-fold decrease, or greater than about 10-fold decrease.

An altered activity sometimes is an activity not detectable in a host organism and is added to an engineered organism. An altered activity also may be an activity detectable in a host organism and is increased in an engineered organism. An activity may be added or increased by increasing the number of copies of a polynucleotide that encodes a polypeptide having a target activity, in some embodiments. In certain embodiments an activity can be added or increased by inserting into a host microorganism a heterologous polynucleotide that encodes a polypeptide having the added activity. In certain embodiments, an activity can be added or increased by inserting into a host microorganism a heterologous polynucleotide that is (i) operably linked to another polynucleotide that encodes a polypeptide having the added activity, and (ii) up regulates production of the polynucleotide. Thus, an activity can be added or increased by inserting or modifying a regulatory polynucleotide operably linked to another polynucleotide that encodes a polypeptide having the target activity. In certain embodiments, an activity can be added or increased by subjecting a host microorganism to a selective environment and screening for microorganisms that have a detectable level of the target activity. Examples of a selective environment include, without limitation, a medium containing a substrate that a host organism can process and a medium lacking a substrate that a host organism can process.

An altered activity sometimes is an activity detectable in a host organism and is reduced, inhibited or removed (i.e., not detectable) in an engineered organism. An activity may be reduced or removed by decreasing the number of copies of a polynucleotide that encodes a polypeptide having a target activity, in some embodiments. In some embodiments, an activity can be reduced or removed by (i) inserting a polynucleotide within a polynucleotide that encodes a polypeptide having the target activity (disruptive insertion), and/or (ii) removing a portion of or all of a polynucleotide that encodes a polypeptide having the target activity (deletion or knock out, respectively). In certain embodiments, an activity can be reduced or removed by inserting into a host microorganism a heterologous polynucleotide that is (i) operably linked to another polynucleotide that encodes a polypeptide having the target activity, and (ii) down regulates production of the polynucleotide. Thus, an activity can be reduced or removed by inserting or modifying a regulatory polynucleotide operably linked to another polynucleotide that encodes a polypeptide having the target activity.

An activity also can be reduced or removed by (i) inhibiting a polynucleotide that encodes a polypeptide having the activity or (ii) inhibiting a polynucleotide operably linked to another polynucleotide that encodes a polypeptide having the activity. A polynucleotide can be inhibited by a suitable technique known in the art, such as by contacting an RNA encoded by the polynucleotide with a specific inhibitory RNA (e.g., RNAi, siRNA, ribozyme). An activity also can be reduced or removed by contacting a polypeptide having the activity with a molecule that specifically inhibits the activity (e.g., enzyme inhibitor, antibody). In certain embodiments, an activity can be reduced or removed by subjecting a host microorganism to a selective environment and screening for microorganisms that have a reduced level or removal of the target activity.

In some embodiments, an untranslated ribonucleic acid, or a cDNA can be used to reduce the expression of a particular activity or enzyme. For example, a microorganism can be engineered by genetic modification to express a nucleic acid reagent that reduces the expression of an activity by producing an RNA molecule that is partially or substantially homologous to a nucleic acid sequence of interest which encodes the activity of interest. The RNA molecule can bind to the nucleic acid sequence of interest and inhibit the nucleic acid sequence from performing its natural function, in certain embodiments. In some embodiments, the RNA may alter the nucleic acid sequence of interest which encodes the activity of interest in a manner that the nucleic acid sequence of interest is no longer capable of performing its natural function (e.g., the action of a ribozyme for example).

In certain embodiments, nucleotide sequences sometimes are added to, modified or removed from one or more of the nucleic acid reagent elements, such as the promoter, 5′UTR, target sequence, or 3′UTR elements, to enhance, potentially enhance, reduce, or potentially reduce transcription and/or translation before or after such elements are incorporated in a nucleic acid reagent. In some embodiments, one or more of the following sequences may be modified or removed if they are present in a 5′UTR: a sequence that forms a stable secondary structure (e.g., quadruplex structure or stem loop stem structure (e.g., EMBL sequences X12949, AF274954, AF139980, AF152961, S95936, U194144, AF116649 or substantially identical sequences that form such stem loop stem structures)); a translation initiation codon upstream of the target nucleotide sequence start codon; a stop codon upstream of the target nucleotide sequence translation initiation codon; an ORF upstream of the target nucleotide sequence translation initiation codon; an iron responsive element (IRE) or like sequence; and a 5′ terminal oligopyrimidine tract (TOP, e.g., consisting of 5-15 pyrimidines adjacent to the cap). A translational enhancer sequence and/or an internal ribosome entry site (IRES) sometimes is inserted into a 5′UTR (e.g., EMBL nucleotide sequences J04513, X87949, M95825, M12783, AF025841, AF013263, AF006822, M17169, M13440, M22427, D14838 and M17446 and substantially identical nucleotide sequences).

An AU-rich element (ARE, e.g., AUUUA repeats) and/or splicing junction that follows a non-sense codon sometimes is removed from or modified in a 3′UTR. A polyadenosine tail sometimes is inserted into a 3′UTR if none is present, sometimes is removed if it is present, and adenosine moieties sometimes are added to or removed from a polyadenosine tail present in a 3′UTR. Thus, some embodiments are directed to a process comprising: determining whether any nucleotide sequences that increase, potentially increase, reduce or potentially reduce translation efficiency are present in the elements, and adding, removing or modifying one or more of such sequences if they are identified. Certain embodiments are directed to a process comprising: determining whether any nucleotide sequences that increase or potentially increase translation efficiency are not present in the elements, and incorporating such sequences into the nucleic acid reagent.

In some embodiments, an activity can be altered by modifying the nucleotide sequence of an ORF. An ORF sometimes is mutated or modified (for example, by point mutation, deletion mutation, insertion mutation, PCR based mutagenesis and the like) to alter, enhance or increase, reduce, substantially reduce or eliminate the activity of the encoded protein or peptide. The protein or peptide encoded by a modified ORF sometimes is produced in a lower amount or may not be produced at detectable levels, and in other embodiments, the product or protein encoded by the modified ORF is produced at a higher level (e.g., codons sometimes are modified so they are compatible with tRNA's preferentially used in the host organism or engineered organism). To determine the relative activity, the activity from the product of the mutated ORF (or cell containing it) can be compared to the activity of the product or protein encoded by the unmodified ORF (or cell containing it).

In some embodiments, an ORF nucleotide sequence sometimes is mutated or modified to alter the triplet nucleotide sequences used to encode amino acids (e.g., amino acid codon triplets, for example). Modification of the nucleotide sequence of an ORF to alter codon triplets sometimes is used to change the codon found in the original sequence to better match the preferred codon usage of the organism in which the ORF or nucleic acid reagent will be expressed. For example, the codon usage, and therefore the codon triplets encoded by a nucleic acid sequence from bacteria may be different from the preferred codon usage in eukaryotes like yeast or plants. Preferred codon usage also may be different between bacterial species. In certain embodiments an ORF nucleotide sequences sometimes is modified to eliminate codon pairs and/or eliminate mRNA secondary structures that can cause pauses during translation of the mRNA encoded by the ORF nucleotide sequence. Translational pausing sometimes occurs when nucleic acid secondary structures exist in an mRNA, and sometimes occurs due to the presence of codon pairs that slow the rate of translation by causing ribosomes to pause. In some embodiments, the use of lower abundance codon triplets can reduce translational pausing due to a decrease in the pause time needed to load a charged tRNA into the ribosome translation machinery. Therefore, to increase transcriptional and translational efficiency in bacteria (e.g., where transcription and translation are concurrent, for example) or to increase translational efficiency in eukaryotes (e.g., where transcription and translation are functionally separated), the nucleotide sequence of a nucleotide sequence of interest can be altered to better suit the transcription and/or translational machinery of the host and/or genetically modified microorganism. In certain embodiment, slowing the rate of translation by the use of lower abundance codons, which slow or pause the ribosome, can lead to higher yields of the desired product due to an increase in correctly folded proteins and a reduction in the formation of inclusion bodies.

Codons can be altered and optimized according to the preferred usage by a given organism by determining the codon distribution of the nucleotide sequence donor organism and comparing the distribution of codons to the distribution of codons in the recipient or host organism. Techniques described herein (e.g., site directed mutagenesis and the like) can then be used to alter the codons accordingly. Comparisons of codon usage can be done by hand, or using nucleic acid analysis software commercially available to the artisan.

Modification of the nucleotide sequence of an ORF also can be used to correct codon triplet sequences that have diverged in different organisms. For example, certain yeast (e.g., C. tropicalis and C. maltosa) use the amino acid triplet CUG (e.g., CTG in the DNA sequence) to encode serine. CUG typically encodes leucine in most organisms. In order to maintain the correct amino acid in the resultant polypeptide or protein, the CUG codon must be altered to reflect the organism in which the nucleic acid reagent will be expressed. Thus, if an ORF from a bacterial donor is to be expressed in either Candida yeast strain mentioned above, the heterologous nucleotide sequence must first be altered or modified to the appropriate leucine codon. Therefore, in some embodiments, the nucleotide sequence of an ORF sometimes is altered or modified to correct for differences that have occurred in the evolution of the amino acid codon triplets between different organisms. In some embodiments, the nucleotide sequence can be left unchanged at a particular amino acid codon, if the amino acid encoded is a conservative or neutral change in amino acid when compared to the originally encoded amino acid.

In some embodiments, an activity can be altered by modifying translational regulation signals, like a stop codon for example. A stop codon at the end of an ORF sometimes is modified to another stop codon, such as an amber stop codon described above. In some embodiments, a stop codon is introduced within an ORF, sometimes by insertion or mutation of an existing codon. An ORF comprising a modified terminal stop codon and/or internal stop codon often is translated in a system comprising a suppressor tRNA that recognizes the stop codon. An ORF comprising a stop codon sometimes is translated in a system comprising a suppressor tRNA that incorporates an unnatural amino acid during translation of the target protein or target peptide. Methods for incorporating unnatural amino acids into a target protein or peptide are known, which include, for example, processes utilizing a heterologous tRNA/synthetase pair, where the tRNA recognizes an amber stop codon and is loaded with an unnatural amino acid (e.g., World Wide Web URL iupac.org/news/prize/2003/wang.pdf).

Depending on the portion of a nucleic acid reagent (e.g., Promoter, 5′ or 3′ UTR, ORI, ORF, and the like) chosen for alteration (e.g., by mutagenesis, introduction or deletion, for example) the modifications described above can alter a given activity by (i) increasing or decreasing feedback inhibition mechanisms, (ii) increasing or decreasing promoter initiation, (iii) increasing or decreasing translation initiation, (iv) increasing or decreasing translational efficiency, (v) modifying localization of peptides or products expressed from nucleic acid reagents described herein, or (vi) increasing or decreasing the copy number of a nucleotide sequence of interest, (vii) expression of an anti-sense RNA, RNAi, siRNA, ribozyme and the like. In some embodiments, alteration of a nucleic acid reagent or nucleotide sequence can alter a region involved in feedback inhibition (e.g., 5′ UTR, promoter and the like). A modification sometimes is made that can add or enhance binding of a feedback regulator and sometimes a modification is made that can reduce, inhibit or eliminate binding of a feedback regulator.

In certain embodiments, alteration of a nucleic acid reagent or nucleotide sequence can alter sequences involved in transcription initiation (e.g., promoters, 5′ UTR, and the like). A modification sometimes can be made that can enhance or increase initiation from an endogenous or heterologous promoter element. A modification sometimes can be made that removes or disrupts sequences that increase or enhance transcription initiation, resulting in a decrease or elimination of transcription from an endogenous or heterologous promoter element.

In some embodiments, alteration of a nucleic acid reagent or nucleotide sequence can alter sequences involved in translational initiation or translational efficiency (e.g., 5′ UTR, 3′ UTR, codon triplets of higher or lower abundance, translational terminator sequences and the like, for example). A modification sometimes can be made that can increase or decrease translational initiation, modifying a ribosome binding site for example. A modification sometimes can be made that can increase or decrease translational efficiency. Removing or adding sequences that form hairpins and changing codon triplets to a more or less preferred codon are non-limiting examples of genetic modifications that can be made to alter translation initiation and translation efficiency.

In certain embodiments, alteration of a nucleic acid reagent or nucleotide sequence can alter sequences involved in localization of peptides, proteins or other desired products (e.g., adipic acid, for example). A modification sometimes can be made that can alter, add or remove sequences responsible for targeting a polypeptide, protein or product to an intracellular organelle, the periplasm, cellular membranes, or extracellularly. Transport of a heterologous product to a different intracellular space or extracellularly sometimes can reduce or eliminate the formation of inclusion bodies (e.g., insoluble aggregates of the desired product).

In some embodiments, alteration of a nucleic acid reagent or nucleotide sequence can alter sequences involved in increasing or decreasing the copy number of a nucleotide sequence of interest. A modification sometimes can be made that increases or decreases the number of copies of an ORF stably integrated into the genome of an organism or on an epigenetic nucleic acid reagent. Non-limiting examples of alterations that can increase the number of copies of a sequence of interest include, adding copies of the sequence of interest by duplication of regions in the genome (e.g., adding additional copies by recombination or by causing gene amplification of the host genome, for example), cloning additional copies of a sequence onto a nucleic acid reagent, or altering an ORI to increase the number of copies of an epigenetic nucleic acid reagent. Non-limiting examples of alterations that can decrease the number of copies of a sequence of interest include, removing copies of the sequence of interest by deletion or disruption of regions in the genome, removing additional copies of the sequence from epigenetic nucleic acid reagents, or altering an ORI to decrease the number of copies of an epigenetic nucleic acid reagent.

In certain embodiments, increasing or decreasing the expression of a nucleotide sequence of interest can also be accomplished by altering, adding or removing sequences involved in the expression of an anti-sense RNA, RNAi, siRNA, ribozyme and the like. The methods described above can be used to modify expression of anti-sense RNA, RNAi, siRNA, ribozyme and the like.

Engineered microorganisms can be prepared by altering, introducing or removing nucleotide sequences in the host genome or in stably maintained epigenetic nucleic acid reagents, as noted above. The nucleic acid reagents use to alter, introduce or remove nucleotide sequences in the host genome or epigenetic nucleic acids can be prepared using the methods described herein or available to the artisan.

Nucleic acid sequences having a desired activity can be isolated from cells of a suitable organism using lysis and nucleic acid purification procedures available in Maniatis, T., E. F. Fritsch and J. Sambrook (1982) Molecular Cloning: a Laboratory Manual; Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y. or with commercially available cell lysis and DNA purification reagents and kits. In some embodiments, nucleic acids used to engineer microorganisms can be provided for conducting methods described herein after processing of the organism containing the nucleic acid. For example, the nucleic acid of interest may be extracted, isolated, purified or amplified from a sample (e.g., from an organism of interest or culture containing a plurality of organisms of interest, like yeast or bacteria for example). The term “isolated” as used herein refers to nucleic acid removed from its original environment (e.g., the natural environment if it is naturally occurring, or a host cell if expressed exogenously), and thus is altered “by the hand of man” from its original environment. An isolated nucleic acid generally is provided with fewer non-nucleic acid components (e.g., protein, lipid) than the amount of components present in a source sample. A composition comprising isolated sample nucleic acid can be substantially isolated (e.g., about 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99% or greater than 99% free of non-nucleic acid components). The term “purified” as used herein refers to sample nucleic acid provided that contains fewer nucleic acid species than in the sample source from which the sample nucleic acid is derived. A composition comprising sample nucleic acid may be substantially purified (e.g., about 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99% or greater than 99% free of other nucleic acid species). The term “amplified” as used herein refers to subjecting nucleic acid of a cell, organism or sample to a process that linearly or exponentially generates amplicon nucleic acids having the same or substantially the same nucleotide sequence as the nucleotide sequence of the nucleic acid in the sample, or portion thereof. As noted above, the nucleic acids used to prepare nucleic acid reagents as described herein can be subjected to fragmentation or cleavage.

Amplification of nucleic acids is sometimes necessary when dealing with organisms that are difficult to culture. Where amplification may be desired, any suitable amplification technique can be utilized. Non-limiting examples of methods for amplification of polynucleotides include, polymerase chain reaction (PCR); ligation amplification (or ligase chain reaction (LCR)); amplification methods based on the use of Q-beta replicase or template-dependent polymerase (see U.S. Patent Publication Number US20050287592); helicase-dependant isothermal amplification (Vincent et al., “Helicase-dependent isothermal DNA amplification”. EMBO reports 5 (8): 795-800 (2004)); strand displacement amplification (SDA); thermophilic SDA nucleic acid sequence based amplification (3SR or NASBA) and transcription-associated amplification (TAA). Non-limiting examples of PCR amplification methods include standard PCR, AFLP-PCR, Allele-specific PCR, Alu-PCR, Asymmetric PCR, Colony PCR, Hot start PCR, Inverse PCR (IPCR), In situ PCR (ISH), Intersequence-specific PCR (ISSR-PCR), Long PCR, Multiplex PCR, Nested PCR, Quantitative PCR, Reverse Transcriptase PCR(RT-PCR), Real Time PCR, Single cell PCR, Solid phase PCR, combinations thereof, and the like. Reagents and hardware for conducting PCR are commercially available.

Protocols for conducting the various type of PCR listed above are readily available to the artisan. PCR conditions can be dependent upon primer sequences, target abundance, and the desired amount of amplification, and therefore, one of skill in the art may choose from a number of PCR protocols available (see, e.g., U.S. Pat. Nos. 4,683,195 and 4,683,202; and PCR Protocols: A Guide to Methods and Applications, Innis et al., eds, 1990. PCR often is carried out as an automated process with a thermostable enzyme. In this process, the temperature of the reaction mixture is cycled through a denaturing region, a primer-annealing region, and an extension reaction region automatically. Machines specifically adapted for this purpose are commercially available. A non-limiting example of a PCR protocol that may be suitable for embodiments described herein is, treating the sample at 95° C. for 5 minutes; repeating forty-five cycles of 95° C. for 1 minute, 59° C. for 1 minute, 10 seconds, and 72° C. for 1 minute 30 seconds; and then treating the sample at 72° C. for 5 minutes. Additional PCR protocols are described in the example section. Multiple cycles frequently are performed using a commercially available thermal cycler. Suitable isothermal amplification processes known and selected by the person of ordinary skill in the art also may be applied, in certain embodiments. In some embodiments, nucleic acids encoding polypeptides with a desired activity can be isolated by amplifying the desired sequence from an organism having the desired activity using oligonucleotides or primers designed based on sequences described herein

Amplified, isolated and/or purified nucleic acids can be cloned into the recombinant DNA vectors described in Figures herein or into suitable commercially available recombinant DNA vectors. Cloning of nucleic acid sequences of interest into recombinant DNA vectors can facilitate further manipulations of the nucleic acids for preparation of nucleic acid reagents, (e.g., alteration of nucleotide sequences by mutagenesis, homologous recombination, amplification and the like, for example). Standard cloning procedures (e.g., enzymic digestion, ligation, and the like) are readily available to the artisan and can be found in Maniatis, T., E. F. Fritsch and J. Sambrook (1982) Molecular Cloning: a Laboratory Manual; Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y.

In some embodiments, nucleic acid sequences prepared by isolation or amplification can be used, without any further modification, to add an activity to a microorganism and thereby generate a genetically modified or engineered microorganism. In certain embodiments, nucleic acid sequences prepared by isolation or amplification can be genetically modified to alter (e.g., increase or decrease, for example) a desired activity. In some embodiments, nucleic acids, used to add an activity to an organism, sometimes are genetically modified to optimize the heterologous polynucleotide sequence encoding the desired activity (e.g., polypeptide or protein, for example). The term “optimize” as used herein can refer to alteration to increase or enhance expression by preferred codon usage. The term optimize can also refer to modifications to the amino acid sequence to increase the activity of a polypeptide or protein, such that the activity exhibits a higher catalytic activity as compared to the “natural” version of the polypeptide or protein.

Nucleic acid sequences of interest can be genetically modified using methods known in the art. Mutagenesis techniques are particularly useful for small scale (e.g., 1, 2, 5, 10 or more nucleotides) or large scale (e.g., 50, 100, 150, 200, 500, or more nucleotides) genetic modification. Mutagenesis allows the artisan to alter the genetic information of an organism in a stable manner, either naturally (e.g., isolation using selection and screening) or experimentally by the use of chemicals, radiation or inaccurate DNA replication (e.g., PCR mutagenesis). In some embodiments, genetic modification can be performed by whole scale synthetic synthesis of nucleic acids, using a native nucleotide sequence as the reference sequence, and modifying nucleotides that can result in the desired alteration of activity. Mutagenesis methods sometimes are specific or targeted to specific regions or nucleotides (e.g., site-directed mutagenesis, PCR-based site-directed mutagenesis, and in vitro mutagenesis techniques such as transplacement and in vivo oligonucleotide site-directed mutagenesis, for example). Mutagenesis methods sometimes are non-specific or random with respect to the placement of genetic modifications (e.g., chemical mutagenesis, insertion element (e.g., insertion or transposon elements) and inaccurate PCR based methods, for example).

Site directed mutagenesis is a procedure in which a specific nucleotide or specific nucleotides in a DNA molecule are mutated or altered. Site directed mutagenesis typically is performed using a nucleic acid sequence of interest cloned into a circular plasmid vector. Site-directed mutagenesis requires that the wild type sequence be known and used a platform for the genetic alteration. Site-directed mutagenesis sometimes is referred to as oligonucleotide-directed mutagenesis because the technique can be performed using oligonucleotides which have the desired genetic modification incorporated into the complement a nucleotide sequence of interest. The wild type sequence and the altered nucleotide are allowed to hybridize and the hybridized nucleic acids are extended and replicated using a DNA polymerase. The double stranded nucleic acids are introduced into a host (e.g., E. coli, for example) and further rounds of replication are carried out in vivo. The transformed cells carrying the mutated nucleic acid sequence are then selected and/or screened for those cells carrying the correctly mutagenized sequence. Cassette mutagenesis and PCR-based site-directed mutagenesis are further modifications of the site-directed mutagenesis technique. Site-directed mutagenesis can also be performed in vivo (e.g., transplacement “pop-in pop-out”, In vivo site-directed mutagenesis with synthetic oligonucleotides and the like, for example).

PCR-based mutagenesis can be performed using PCR with oligonucleotide primers that contain the desired mutation or mutations. The technique functions in a manner similar to standard site-directed mutagenesis, with the exception that a thermocycler and PCR conditions are used to replace replication and selection of the clones in a microorganism host. As PCR-based mutagenesis also uses a circular plasmid vector, the amplified fragment (e.g., linear nucleic acid molecule) containing the incorporated genetic modifications can be separated from the plasmid containing the template sequence after a sufficient number of rounds of thermocycler amplification, using standard electrophorectic procedures. A modification of this method uses linear amplification methods and a pair of mutagenic primers that amplify the entire plasmid. The procedure takes advantage of the E. coli Dam methylase system which causes DNA replicated in vivo to be sensitive to the restriction endonucleases Dpnl. PCR synthesized DNA is not methylated and is therefore resistant to Dpnl. This approach allows the template plasmid to be digested, leaving the genetically modified, PCR synthesized plasmids to be isolated and transformed into a host bacteria for DNA repair and replication, thereby facilitating subsequent cloning and identification steps. A certain amount of randomness can be added to PCR-based sited directed mutagenesis by using partially degenerate primers.

Recombination sometimes can be used as a tool for mutagenesis. Homologous recombination allows the artisan to specifically target regions of known sequence for insertion of heterologous nucleotide sequences using the host organisms natural DNA replication and repair enzymes. Homologous recombination methods sometimes are referred to as “pop in pop out” mutagenesis, transplacement, knock out mutagenesis or knock in mutagenesis. Integration of a nucleic acid sequence into a host genome is a single cross over event, which inserts the entire nucleic acid reagent (e.g., pop in). A second cross over event excises all but a portion of the nucleic acid reagent, leaving behind a heterologous sequence, often referred to as a “footprint” (e.g., pop out). Mutagenesis by insertion (e.g., knock in) or by double recombination leaving behind a disrupting heterologous nucleic acid (e.g., knock out) both server to disrupt or “knock out” the function of the gene or nucleic acid sequence in which insertion occurs. By combining selectable markers and/or auxotrophic markers with nucleic acid reagents designed to provide the appropriate nucleic acid target sequences, the artisan can target a selectable nucleic acid reagent to a specific region, and then select for recombination events that “pop out” a portion of the inserted (e.g., “pop in”) nucleic acid reagent.

Such methods take advantage of nucleic acid reagents that have been specifically designed with known target nucleic acid sequences at or near a nucleic acid or genomic region of interest. Popping out typically leaves a “foot print” of left over sequences that remain after the recombination event. The left over sequence can disrupt a gene and thereby reduce or eliminate expression of that gene. In some embodiments, the method can be used to insert sequences, upstream or downstream of genes that can result in an enhancement or reduction in expression of the gene. In certain embodiments, new genes can be introduced into the genome of a host organism using similar recombination or “pop in” methods. An example of a yeast recombination system using the ura3 gene and 5-FOA were described briefly above and further detail is presented herein.

A method for modification is described in Alani et al., “A method for gene disruption that allows repeated use of URA3 selection in the construction of multiply disrupted yeast strains”, Genetics 116(4):541-545 August 1987. The original method uses a Ura3 cassette with 1000 base pairs (bp) of the same nucleotide sequence cloned in the same orientation on either side of the URA3 cassette. Targeting sequences of about 50 bp are added to each side of the construct. The double stranded targeting sequences are complementary to sequences in the genome of the host organism. The targeting sequences allow site-specific recombination in a region of interest. The modification of the original technique replaces the two 1000 bp sequence direct repeats with two 200 bp direct repeats. The modified method also uses 50 bp targeting sequences. The modification reduces or eliminates recombination of a second knock out into the 1000 bp repeat left behind in a first mutagenesis, therefore allowing multiply knocked out yeast. Additionally, the 200 bp sequences used herein are uniquely designed, self-assembling sequences that leave behind identifiable footprints. The technique used to design the sequences incorporate design features such as low identity to the yeast genome, and low identity to each other. Therefore a library of the self-assembling sequences can be generated to allow multiple knockouts in the same organism, while reducing or eliminating the potential for integration into a previous knockout.

As noted above, the URA3 cassette makes use of the toxicity of 5-FOA in yeast carrying a functional URA3 gene. Uracil synthesis deficient yeast are transformed with the modified URA3 cassette, using standard yeast transformation protocols, and the transformed cells are plated on minimal media minus uracil. In some embodiments, PCR can be used to verify correct insertion into the region of interest in the host genome, and certain embodiments the PCR step can be omitted. Inclusion of the PCR step can reduce the number of transformants that need to be counter selected to “pop out” the URA3 cassette. The transformants (e.g., all or the ones determined to be correct by PCR, for example) can then be counter-selected on media containing 5-FOA, which will select for recombination out (e.g., popping out) of the URA3 cassette, thus rendering the yeast ura3 deficient again, and resistant to 5-FOA toxicity. Targeting sequences used to direct recombination events to specific regions are presented herein. A modification of the method described above can be used to integrate genes in to the chromosome, where after recombination a functional gene is left in the chromosome next to the 200 bp footprint.

In some embodiments, other auxotrophic or dominant selection markers can be used in place of URA3 (e.g., an auxotrophic selectable marker), with the appropriate change in selection media and selection agents. Auxotrophic selectable markers are used in strains deficient for synthesis of a required biological molecule (e.g., amino acid or nucleoside, for example). Non-limiting examples of additional auxotrophic markers include; HIS3, TRP1, LEU2, LEU2-d, and LYS2. Certain auxotrophic markers (e.g., URA3 and LYS2) allow counter selection to select for the second recombination event that pops out all but one of the direct repeats of the recombination construct. HIS3 encodes an activity involved in histidine synthesis. TRP1 encodes an activity involved in tryptophan synthesis. LEU2 encodes an activity involved in leucine synthesis. LEU2-d is a low expression version of LEU2 that selects for increased copy number (e.g., gene or plasmid copy number, for example) to allow survival on minimal media without leucine. LYS2 encodes an activity involved in lysine synthesis, and allows counter selection for recombination out of the LYS2 gene using alpha-amino adipate (α-amino adipate).

Dominant selectable markers are useful because they also allow industrial and/or prototrophic strains to be used for genetic manipulations. Additionally, dominant selectable markers provide the advantage that rich medium can be used for plating and culture growth, and thus growth rates are markedly increased. Non-limiting examples of dominant selectable markers include; Tn903 kan^(r), Cm^(r), Hyg^(r), CUP1, and DHFR. Tn903 kan^(r) encodes an activity involved in kanamycin antibiotic resistance (e.g., typically neomycin phosphotransferase II or NPTII, for example). Cm^(r) encodes an activity involved in chloramphenicol antibiotic resistance (e.g., typically chloramphenicol acetyl transferase or CAT, for example). Hyg^(r) encodes an activity involved in hygromycin resistance by phosphorylation of hygromycin B (e.g., hygromycin phosphotransferase, or HPT). CUP1 encodes an activity involved in resistance to heavy metal (e.g., copper, for example) toxicity. DHFR encodes a dihydrofolate reductase activity which confers resistance to methotrexate and sulfanilamde compounds.

In contrast to site-directed or specific mutagenesis, random mutagenesis does not require any sequence information and can be accomplished by a number of widely different methods. Random mutagenesis often is used to generate mutant libraries that can be used to screen for the desired genotype or phenotype. Non-limiting examples of random mutagenesis include; chemical mutagenesis, UV-induced mutagenesis, insertion element or transposon-mediated mutagenesis, DNA shuffling, error-prone PCR mutagenesis, and the like.

Chemical mutagenesis often involves chemicals like ethyl methanesulfonate (EMS), nitrous acid, mitomycin C, N-methyl-N-nitrosourea (MNU), diepoxybutane (DEB), 1, 2, 7, 8-diepoxyoctane (DEO), methyl methane sulfonate (MMS), N-methyl-N′-nitro-N-nitrosoguanidine (MNNG), 4-nitroquinoline 1-oxide (4-NQO), 2-methyloxy-6-chloro-9(3-[ethyl-2-chloroethyl]-aminopropylamino)-acridinedihydrochloride (ICR-170), 2-amino purine (2AP), and hydroxylamine (HA), provided herein as non-limiting examples. These chemicals can cause base-pair substitutions, frameshift mutations, deletions, transversion mutations, transition mutations, incorrect replication, and the like. In some embodiments, the mutagenesis can be carried out in vivo. Sometimes the mutagenic process involves the use of the host organisms DNA replication and repair mechanisms to incorporate and replicate the mutagenized base or bases. Another type of chemical mutagenesis involves the use of base-analogs. The use of base-analogs cause incorrect base pairing which in the following round of replication is corrected to a mismatched nucleotide when compared to the starting sequence. Base analog mutagenesis introduces a small amount of non-randomness to random mutagenesis, because specific base analogs can be chose which can be incorporated at certain nucleotides in the starting sequence. Correction of the mispairing typically yields a known substitution. For example, Bromo-deoxyuridine (BrdU) can be incorporated into DNA and replaces T in the sequence. The host DNA repair and replication machinery can sometime correct the defect, but sometimes will mispair the BrdU with a G. The next round of replication then causes a G-C transversion from the original A-T in the native sequence.

Ultra violet (UV) induced mutagenesis is caused by the formation of thymidine dimers when UV light irradiates chemical bonds between two adjacent thymine residues. Excision repair mechanism of the host organism correct the lesion in the DNA, but occasionally the lesion is incorrectly repaired typically resulting in a C to T transition.

Insertion element or transposon-mediated mutagenesis makes use of naturally occurring or modified naturally occurring mobile genetic elements. Transposons often encode accessory activities in addition to the activities necessary for transposition (e.g., movement using a transposase activity, for example). In many examples, transposon accessory activities are antibiotic resistance markers (e.g., see Tn903 kan^(r) described above, for example). Insertion elements typically only encode the activities necessary for movement of the nucleic acid sequence. Insertion element and transposon mediated mutagenesis often can occur randomly, however specific target sequences are known for some transposons. Mobile genetic elements like IS elements or Transposons (Tn) often have inverted repeats, direct repeats or both inverted and direct repeats flanking the region coding for the transposition genes. Recombination events catalyzed by the transposase cause the element to remove itself from the genome and move to a new location, leaving behind a portion of an inverted or direct repeat. Classic examples of transposons are the “mobile genetic elements” discovered in maize. Transposon mutagenesis kits are commercially available which are designed to leave behind a 5 codon insert (e.g., Mutation Generation System kit, Finnzymes, World Wide Web URL finnzymes.us, for example). This allows the artisan to identify the insertion site, without fully disrupting the function of most genes.

DNA shuffling is a method which uses DNA fragments from members of a mutant library and reshuffles the fragments randomly to generate new mutant sequence combinations. The fragments are typically generated using DNaseI, followed by random annealing and re-joining using self priming PCR. The DNA overhanging ends, from annealing of random fragments, provide “primer” sequences for the PCR process. Shuffling can be applied to libraries generated by any of the above mutagenesis methods.

Error prone PCR and its derivative rolling circle error prone PCR uses increased magnesium and manganese concentrations in conjunction with limiting amounts of one or two nucleotides to reduce the fidelity of the Taq polymerase. The error rate can be as high as 2% under appropriate conditions, when the resultant mutant sequence is compared to the wild type starting sequence. After amplification, the library of mutant coding sequences must be cloned into a suitable plasmid. Although point mutations are the most common types of mutation in error prone PCR, deletions and frameshift mutations are also possible. There are a number of commercial error-prone PCR kits available, including those from Stratagene and Clontech (e.g., World Wide Web URL strategene.com and World Wide Web URL clontech.com, respectively, for example). Rolling circle error-prone PCR is a variant of error-prone PCR in which wild-type sequence is first cloned into a plasmid, the whole plasmid is then amplified under error-prone conditions.

As noted above, organisms with altered activities can also be isolated using genetic selection and screening of organisms challenged on selective media or by identifying naturally occurring variants from unique environments. For example, 2-Deoxy-D-glucose is a toxic glucose analog. Growth of yeast on this substance yields mutants that are glucose-deregulated. A number of mutants have been isolated using 2-Deoxy-D-glucose including transport mutants, and mutants that ferment glucose and galactose simultaneously instead of glucose first then galactose when glucose is depleted. Similar techniques have been used to isolate mutant microorganisms that can metabolize plastics (e.g., from landfills), petrochemicals (e.g., from oil spills), and the like, either in a laboratory setting or from unique environments.

Similar methods can be used to isolate naturally occurring mutations in a desired activity when the activity exists at a relatively low or nearly undetectable level in the organism of choice, in some embodiments. The method generally consists of growing the organism to a specific density in liquid culture, concentrating the cells, and plating the cells on various concentrations of the substance to which an increase in metabolic activity is desired. The cells are incubated at a moderate growth temperature, for 5 to 10 days. To enhance the selection process, the plates can be stored for another 5 to 10 days at a low temperature. The low temperature sometimes can allow strains that have gained or increased an activity to continue growing while other strains are inhibited for growth at the low temperature. Following the initial selection and secondary growth at low temperature, the plates can be replica plated on higher or lower concentrations of the selection substance to further select for the desired activity.

A native, heterologous or mutagenized polynucleotide can be introduced into a nucleic acid reagent for introduction into a host organism, thereby generating an engineered microorganism. Standard recombinant DNA techniques (restriction enzyme digests, ligation, and the like) can be used by the artisan to combine the mutagenized nucleic acid of interest into a suitable nucleic acid reagent capable of (i) being stably maintained by selection in the host organism, or (ii) being integrating into the genome of the host organism. As noted above, sometimes nucleic acid reagents comprise two replication origins to allow the same nucleic acid reagent to be manipulated in bacterial before final introduction of the final product into the host organism (e.g., yeast or fungus for example). Standard molecular biology and recombinant DNA methods available to one of skill in the art can be found in Maniatis, T., E. F. Fritsch and J. Sambrook (1982) Molecular Cloning: a Laboratory Manual; Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y.

Nucleic acid reagents can be introduced into microorganisms using various techniques. Non-limiting examples of methods used to introduce heterologous nucleic acids into various organisms include; transformation, transfection, transduction, electroporation, ultrasound-mediated transformation, particle bombardment and the like. In some instances the addition of carrier molecules (e.g., bis-benzimdazolyl compounds, for example, see U.S. Pat. No. 5,595,899) can increase the uptake of DNA in cells typically though to be difficult to transform by conventional methods. Conventional methods of transformation are readily available to the artisan and can be found in Maniatis, T., E. F. Fritsch and J. Sambrook (1982) Molecular Cloning: a Laboratory Manual; Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y.

Culture, Production and Process Methods

Engineered microorganisms often are cultured under conditions that optimize yield of a target molecule. A non-limiting example of such a target molecule is ethanol. Culture conditions often can alter (e.g., add, optimize, reduce or eliminate, for example) activity of one or more of the following activities: phosphofructokinase activity, phosphogluconate dehydratase activity, 2-keto-3-deoxygluconate-6-phosphate aldolase activity, xylose isomerase activity, phosphoenolpyruvate carboxylase activity, alcohol dehydrogenase 2 activity and thymidylate synthase activities. In general, conditions that may be optimized include the type and amount of carbon source, the type and amount of nitrogen source, the carbon-to-nitrogen ratio, the oxygen level, growth temperature, pH, length of the biomass production phase, length of target product accumulation phase, and time of cell harvest.

The term “fermentation conditions” as used herein refers to any culture conditions suitable for maintaining a microorganism (e.g., in a static or proliferative state). Fermentation conditions can include several parameters, including without limitation, temperature, oxygen content, nutrient content (e.g., glucose content), pH, agitation level (e.g., revolutions per minute), gas flow rate (e.g., air, oxygen, nitrogen gas), redox potential, cell density (e.g., optical density), cell viability and the like. A change in fermentation conditions (e.g., switching fermentation conditions) is an alteration, modification or shift of one or more fermentation parameters. For example, one can change fermentation conditions by increasing or decreasing temperature, increasing or decreasing pH (e.g., adding or removing an acid, a base or carbon dioxide), increasing or decreasing oxygen content (e.g., introducing air, oxygen, carbon dioxide, nitrogen) and/or adding or removing a nutrient (e.g., one or more sugars or sources of sugar, biomass, vitamin and the like), or combinations of the foregoing. Examples of fermentation conditions are described herein. Aerobic conditions often comprise greater than about 50% dissolved oxygen (e.g., about 52%, 54%, 56%, 58%, 60%, 62%, 64%, 66%, 68%, 70%, 72%, 74%, 76%, 78%, 80%, 82%, 84%, 86%, 88%, 90%, 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98% or 99%, or greater than any one of the foregoing). Anaerobic conditions often comprise less than about 50% dissolved oxygen (e.g., about 1%, 2%, 4%, 6%, 8%, 10%, 12%, 14%, 16%, 18%, 20%, 22%, 24%, 26%, 28%, 30%, 32%, 34%, 36%, 38%, 40%, 42%, 44%, 46%, 48%, or less than any one of the foregoing).

Culture media generally contain a suitable carbon source. Carbon sources may include, but are not limited to, monosaccharides (e.g., glucose, fructose, xylose), disaccharides (e.g., lactose, sucrose), oligosaccharides, polysaccharides (e.g., starch, cellulose, hemicellulose, other lignocellulosic materials or mixtures thereof), sugar alcohols (e.g., glycerol), and renewable feedstocks (e.g., cheese whey permeate, cornsteep liquor, sugar beet molasses, barley malt). Carbon sources also can be selected from one or more of the following non-limiting examples: linear or branched alkanes (e.g., hexane), linear or branched alcohols (e.g., hexanol), fatty acids (e.g., about 10 carbons to about 22 carbons), esters of fatty acids, monoglycerides, diglycerides, triglycerides, phospholipids and various commercial sources of fatty acids including vegetable oils (e.g., soybean oil) and animal fats. A carbon source may include one-carbon sources (e.g., carbon dioxide, methanol, formaldehyde, formate and carbon-containing amines) from which metabolic conversion into key biochemical intermediates can occur. It is expected that the source of carbon utilized may encompass a wide variety of carbon-containing sources and will only be limited by the choice of the engineered microorganism(s).

Nitrogen may be supplied from an inorganic (e.g., (NH.sub.4).sub.2SO.sub.4) or organic source (e.g., urea or glutamate). In addition to appropriate carbon and nitrogen sources, culture media also can contain suitable minerals, salts, cofactors, buffers, vitamins, metal ions (e.g., Mn.sup.+2, Co.sup.+2, Zn.sup.+2, Mg.sup.+2) and other components suitable for culture of microorganisms. Engineered microorganisms sometimes are cultured in complex media (e.g., yeast extract-peptone-dextrose broth (YPD)). In some embodiments, engineered microorganisms are cultured in a defined minimal media that lacks a component necessary for growth and thereby forces selection of a desired expression cassette (e.g., Yeast Nitrogen Base (DIFCO Laboratories, Detroit, Mich.)). Culture media in some embodiments are common commercially prepared media, such as Yeast Nitrogen Base (DIFCO Laboratories, Detroit, Mich.). Other defined or synthetic growth media may also be used and the appropriate medium for growth of the particular microorganism are known.

A variety of host organisms can be selected for the production of engineered microorganisms. Non-limiting examples include yeast and fungi. In specific embodiments, yeast are cultured in YPD media (10 g/L Bacto Yeast Extract, 20 g/L Bacto Peptone, and 20 g/L Dextrose). Filamentous fungi, in particular embodiments, are grown in CM (Complete Medium) containing 10 g/L Dextrose, 2 g/L Bacto Peptone, 1 g/L Bacto Yeast Extract, 1 g/L Casamino acids, 50 mL /L 20× Nitrate Salts (120 g/L NaNO₃, 10.4 g/L KCl, 10.4 g/L MgSO₄.7 H2O), 1 mL/L 1000× Trace Elements (22 g/L ZnSO₄.7 H₂O, 11 g/L H₃BO₃, 5 g/L MnCl₂.7 H₂O, 5 g/L FeSO₄.7 H₂O, 1.7 g/L CoCl₂.6 H₂O, 1.6 g/L CuSO₄.5 H₂O, 1.5 g/L Na₂MoO₄.2 H₂O, and 50 g/L Na₄EDTA), and 1 mL/L Vitamin Solution (100 mg each of Biotin, pyridoxine, thiamine, riboflavin, p-aminobenzoic acid, and nicotinic acid in 100 mL water).

A suitable pH range for the fermentation often is between about pH 4.0 to about pH 8.0, where a pH in the range of about pH 5.5 to about pH 7.0 sometimes is utilized for initial culture conditions. Culturing may be conducted under aerobic or anaerobic conditions, where microaerobic conditions sometimes are maintained. A two-stage process may be utilized, where one stage promotes microorganism proliferation and another state promotes production of target molecule. In a two-stage process, the first stage may be conducted under aerobic conditions (e.g., introduction of air and/or oxygen) and the second stage may be conducted under anaerobic conditions (e.g., air or oxygen are not introduced to the culture conditions).

A variety of fermentation processes may be applied for commercial biological production of a target product. In some embodiments, commercial production of a target product from a recombinant microbial host is conducted using a batch, fed-batch or continuous fermentation process, for example.

A batch fermentation process often is a closed system where the media composition is fixed at the beginning of the process and not subject to further additions beyond those required for maintenance of pH and oxygen level during the process. At the beginning of the culturing process the media is inoculated with the desired organism and growth or metabolic activity is permitted to occur without adding additional sources (i.e., carbon and nitrogen sources) to the medium. In batch processes the metabolite and biomass compositions of the system change constantly up to the time the culture is terminated. In a typical batch process, cells proceed through a static lag phase to a high-growth log phase and finally to a stationary phase, wherein the growth rate is diminished or halted. Left untreated, cells in the stationary phase will eventually die. A variation of the standard batch process is the fed-batch process, where the carbon source is continually added to the fermentor over the course of the fermentation process. Fed-batch processes are useful when catabolite repression is apt to inhibit the metabolism of the cells or where it is desirable to have limited amounts of carbon source in the media at any one time. Measurement of the carbon source concentration in fed-batch systems may be estimated on the basis of the changes of measurable factors such as pH, dissolved oxygen and the partial pressure of waste gases (e.g., CO.sub.2).

Batch and fed-batch culturing methods are known in the art. Examples of such methods may be found in Thomas D. Brock in Biotechnology: A Textbook of Industrial Microbiology, 2.sup.nd ed., (1989) Sinauer Associates Sunderland, Mass. and Deshpande, Mukund V., Appl. Biochem. Biotechnol., 36:227 (1992).

In continuous fermentation process a defined media often is continuously added to a bioreactor while an equal amount of culture volume is removed simultaneously for product recovery. Continuous cultures generally maintain cells in the log phase of growth at a constant cell density. Continuous or semi-continuous culture methods permit the modulation of one factor or any number of factors that affect cell growth or end product concentration. For example, an approach may limit the carbon source and allow all other parameters to moderate metabolism. In some systems, a number of factors affecting growth may be altered continuously while the cell concentration, measured by media turbidity, is kept constant. Continuous systems often maintain steady state growth and thus the cell growth rate often is balanced against cell loss due to media being drawn off the culture. Methods of modulating nutrients and growth factors for continuous culture processes, as well as techniques for maximizing the rate of product formation, are known and a variety of methods are detailed by Brock, supra.

In various embodiments ethanol may be purified from the culture media or extracted from the engineered microorganisms. Culture media may be tested for ethanol concentration and drawn off when the concentration reaches a predetermined level. Detection methods are known in the art, including but not limited to the use of a hydrometer and infrared measurement of vibrational frequency of dissolved ethanol using the CH band at 2900 cm⁻¹. Ethanol may be present at a range of levels as described herein.

A target product sometimes is retained within an engineered microorganism after a culture process is completed, and in certain embodiments, the target product is secreted out of the microorganism into the culture medium. For the latter embodiments, (i) culture media may be drawn from the culture system and fresh medium may be supplemented, and/or (ii) target product may be extracted from the culture media during or after the culture process is completed. Engineered microorganisms may be cultured on or in solid, semi-solid or liquid media. In some embodiments media is drained from cells adhering to a plate. In certain embodiments, a liquid-cell mixture is centrifuged at a speed sufficient to pellet the cells but not disrupt the cells and allow extraction of the media, as known in the art. The cells may then be resuspended in fresh media. Target product may be purified from culture media according to methods known in the art.

In certain embodiments, target product is extracted from the cultured engineered microorganisms. The microorganism cells may be concentrated through centrifugation at speed sufficient to shear the cell membranes. In some embodiments, the cells may be physically disrupted (e.g., shear force, sonication) or chemically disrupted (e.g., contacted with detergent or other lysing agent). The phases may be separated by centrifugation or other method known in the art and target product may be isolated according to known methods.

Commercial grade target product sometimes is provided in substantially pure form (e.g., 90% pure or greater, 95% pure or greater, 99% pure or greater or 99.5% pure or greater). In some embodiments, target product may be modified into any one of a number of downstream products. For example, ethanol may be derivatized or further processed to produce ethyl halides, ethyl esters, diethyl ether, acetic acid, ethyl amines, butadiene, solvents, food flavorings, distilled spirits and the like.

Target product may be provided within cultured microbes containing target product, and cultured microbes may be supplied fresh or frozen in a liquid media or dried. Fresh or frozen microbes may be contained in appropriate moisture-proof containers that may also be temperature controlled as necessary. Target product sometimes is provided in culture medium that is substantially cell-free.

In some embodiments target product or modified target product purified from microbes is provided, and target product sometimes is provided in substantially pure form. In certain embodiments, ethanol can be provided in anhydrous or hydrous forms. Ethanol may be transported in a variety of containers including pints, quarts, liters, gallons, drums (e.g., 10 gallon or 55 gallon, for example) and the like.

In certain embodiments, a target product (e.g., ethanol, succinic acid) is produced with a yield of about 0.30 grams of target product, or greater, per gram of glucose added during a fermentation process (e.g., about 0.31 grams of target product per gram of glucose added, or greater; about 0.32 grams of target product per gram of glucose added, or greater; about 0.33 grams of target product per gram of glucose added, or greater; about 0.34 grams of target product per gram of glucose added, or greater; about 0.35 grams of target product per gram of glucose added, or greater; about 0.36 grams of target product per gram of glucose added, or greater; about 0.37 grams of target product per gram of glucose added, or greater; about 0.38 grams of target product per gram of glucose added, or greater; about 0.39 grams of target product per gram of glucose added, or greater; about 0.40 grams of target product per gram of glucose added, or greater; about 0.41 grams of target product per gram of glucose added, or greater; 0.42 grams of target product per gram of glucose added, or greater; 0.43 grams of target product per gram of glucose added, or greater; 0.44 grams of target product per gram of glucose added, or greater; 0.45 grams of target product per gram of glucose added, or greater; 0.46 grams of target product per gram of glucose added, or greater; 0.47 grams of target product per gram of glucose added, or greater; 0.48 grams of target product per gram of glucose added, or greater; 0.49 grams of target product per gram of glucose added, or greater; 0.50 grams of target product per gram of glucose added, or greater; 0.51 grams of target product per gram of glucose added, or greater; 0.52 grams of target product per gram of glucose added, or greater; 0.53 grams of target product per gram of glucose added, or greater; 0.54 grams of target product per gram of glucose added, or greater; 0.55 grams of target product per gram of glucose added, or greater; 0.56 grams of target product per gram of glucose added, or greater; 0.57 grams of target product per gram of glucose added, or greater; 0.58 grams of target product per gram of glucose added, or greater; 0.59 grams of target product per gram of glucose added, or greater; 0.60 grams of target product per gram of glucose added, or greater; 0.61 grams of target product per gram of glucose added, or greater; 0.62 grams of target product per gram of glucose added, or greater; 0.63 grams of target product per gram of glucose added, or greater; 0.64 grams of target product per gram of glucose added, or greater; 0.65 grams of target product per gram of glucose added, or greater; 0.66 grams of target product per gram of glucose added, or greater; 0.67 grams of target product per gram of glucose added, or greater; 0.68 grams of target product per gram of glucose added, or greater; 0.69 or 0.70 grams of target product per gram of glucose added or greater). In some embodiments, 0.45 grams of target product per gram of glucose added, or greater, is produced during the fermentation process.

EXAMPLES

The examples set forth below illustrate certain embodiments and do not limit the technology. Certain examples set forth below utilize standard recombinant DNA and other biotechnology protocols known in the art. Many such techniques are described in detail in Maniatis, T., E. F. Fritsch and J. Sambrook (1982) Molecular Cloning: a Laboratory Manual; Cold Spring Harbor Laboratory, Cold Spring Harbor, N.Y. DNA mutagenesis can be accomplished using the Stratagene (San Diego, Calif.) “QuickChange” kit according to the manufacturer's instructions, or by one of the other types of mutagenesis described above.

Example 1 Activation of the Entner-Doudoroff Pathway in Yeast Cells

Genomic DNA from Zymomonas mobilis (ZM4) was obtained from the American Type Culture Collection (ATCC accession number 31821 D-5). The genes encoding phosphogluconate dehydratase EC 4.2.1.12 (referred to as “edd”) and 2-keto-3-deoxygluconate-6-phosphate aldolase EC 4.2.1.14 (referred to as “eda”) were isolated from the ZM4 genomic DNA using the following oligonucleotides:

The ZM4 eda gene: (SEQ ID No: 1) 5′-aactgactagtaaaaaaatgcgtgatatcgattcc-3′ (SEQ ID No: 2) 5′-agtaactcgagctactaggcaacagcagcgcgcttg-3′ The ZM4 edd gene: (SEQ ID NO: 3) 5′-aactgactagtaaaaaaatgactgatctgcattcaacg-3′ (SEQ ID NO: 4) 5′-agtaactcgagctactagataccggcacctgcatatattgc-3′

E. coli genomic DNA was prepared using Qiagen DNeasy blood and tissue kit according to the manufacture's protocol. The E. coli edd and eda constructs were isolated from E. coli genomic DNA using the following oligonucleotides:

The E. coli eda gene: (SEQ ID NO: 5) 5′-aactgactagtaaaaaaatgaaaaactggaaaacaagtgcagaa tc-3′ (SEQ ID NO: 6) 5′-agtaactcgagctactacagcttagcgccttctacagcttcacg-3′ The E. coli edd gene: (SEQ ID NO: 7) 5′-aactgactagtaaaaaaatgaatccacaattgttacgcgtaacaaa tcg-3′ (SEQ ID NO: 8) 5′agtaactcgagctactaaaaagtgatacaggttgcgccctgttcgg cac-3′

All oligonucleotides set forth above were purchased from Integrated DNA technologies (“IDT”, Coralville, Iowa). These oligonucleotides were designed to incorporate a SpeI restriction endonuclease cleavage site upstream and a XhoI restriction endonuclease cleavage site downstream of the edd and eda gene constructs such that these sites could be used to clone these genes into yeast expression vectors p426GPD (ATCC accession number 87361) and p425GPD (ATCC accession number 87359). In addition to incorporating restriction endonuclease cleavage sites, the forward oligonucleotides were designed to incorporate six consecutive AAAAAA nucleotides immediately upstream of the ATG initiation codon. This ensured that there was a conserved kozak sequence important for efficient translation initiation in yeast.

Cloning the edd and eda genes from ZM4 and E. coli genomic DNA was accomplished using the following procedure: About 100 ng of ZM4 or E. coli genomic DNA, 1 μM of the oligonucleotide primer set listed above, 2.5 U of PfuUltra High-Fidelity DNA polymerase (Stratagene), 300 μM dNTPs (Roche), and 1×PfuUltra reaction buffer was mixed in a final reaction volume of 50 μl. A BIORAD DNA Engine Tetrad 2 Peltier thermal cycler was used for the PCR reactions and the following cycle conditions were used: 5 min denaturation step at 95° C., followed by 30 cycles of 20 sec at 95° C., 20 sec at 55° C., and 1 min at 72° C., and a final step of 5 min at 72° C.

In an attempt to maximize expression of the ZM4 edd and eda genes in yeast, two different approaches were undertaken to optimize the ZM4 edd and eda genes. The first approach was to remove translational pauses from the polynucleotide sequence by designing the gene to incorporate only codons that are preferred in yeast. This optimization is referred to as the “hot rod” optimization. In the second approach, translational pauses which are present in the native organism gene sequence are matched in the heterologous expression host organism by substituting the codon usage pattern of that host organism. This optimization is referred to as the “matched” optimization. The final gene and protein sequences for edd and eda from the ZM4 native, hot rod (HR) and matched versions, as well as the E. coli native are shown in FIG. 6. Certain sequences in FIG. 6 are presented at the end of this Example 1. The matched version of ZM4 edd and ZM4 eda genes were synthesized by IDT, and the hot rod version was constructed using methods described in Larsen et al. (Int. J. Bioinform. Res. Appl; 2008:4[3]; 324-336).

Each version of each edd and eda gene was inserted into the yeast expression vector p426GPD (GPD promoter, 2 micron, URA3) (ATCC accession number 87361) between the SpeI and XhoI cloning sites. Each version of the eda gene was also inserted into the SpeI and XhoI sites of the yeast expression vector p425GPD (GPD promoter, 2 micron, LEU3) (ATCC accession number 87359). For each edd and eda version, 3′ His tagged and non tagged p426 GPD constructs were made. Please refer to table 1 for all oligonucleotides used for PCR amplification of edd and eda constructs for cloning into p425 and p426 GPD vectors. All cloning procedures were conducted according to standard cloning procedures described by Maniatis et al.

Each edd and eda p426GPD construct was transformed into Saccharomyces cerevisiae strain BY4742 (MATalpha his3delta1 leu2delta0 lys2delta0 ura3delta0) (ATCC accession number 201389). This strain has a deletion of the his3 gene, an imidazoleglycerol-phosphate dehydratase which catalyzes the sixth step in histidine biosynthesis; a deletion of leu2 gene, a beta-isopropylmalate dehydrogenase which catalyzes the third step in the leucine biosynthesis pathway; a deletion of the lys2 gene, an alpha aminoadipate reductase which catalyzes the fifth step in biosynthesis of lysine; and a deletion of the ura3 gene, an orotidine-5′-phosphate decarboxylase which catalyzes the sixth enzymatic step in the de novo biosynthesis of pyrimidines. The genotype of BY4742 makes it an auxotroph for histidine, leucine, lysine and uracil.

Transformation of the p426GPD plasmids containing an edd or an eda variant gene into yeast strain BY4742 was accomplished using the Zymo Research frozen-EZ yeast transformation II kit according to the manufacturer's protocol. The transformed BY4742 cells were selected by growth on a synthetic dextrose medium (SD) (0.67% yeast nitrogen base-2% dextrose) containing complete amino acids minus uracil (Krackeler Scientific Inc). Plates were incubated at about 30° C. for about 48 hours. Transformant colonies for each edd and eda variant were inoculated onto 5 ml of SD minus uracil medium and cells were grown at about 30° C. and shaken at about 250 rpm for about 24 hours. Cells were harvested by centrifugation at 1000×g for about 5 minutes, after which protein crude extract was prepared with Y-PER Plus (Thermo Scientific) according to the manufacturer's instructions. Whole cell extract protein concentrations were determined using the Coomassie Plus Protein Assay (Thermo Scientific) according to the manufacturer's directions. For each edd and eda variant His-tagged construct, about 10 μg of soluble and insoluble fractions were loaded on 4-12% NuPAGE Novex Bis-Tris protein gels (Invitrogen) and proteins were analyzed by western using anti-(H is)₆ (SEQ ID NO: 138) mouse monoclonal antibody (Abcam) and HRP-conjugated secondary antibody (Abcam). Supersignal West Pico Chemiluminescent substrate (Thermo Scientific) was used for western detection according to manufacturer's instructions. All edd variants showed expression in both soluble and insoluble fractions whereas only the E. coli eda variant showed expression in the soluble fraction.

In order to confirm that edd and eda variants were functional in yeast, the combined edd and eda activities were assayed by the formation of pyruvate, coupled to the NADH-dependent activity of lactate dehydrogenase. Transformation of combined edd (in p426GPD) and edd (in p425GPD) constructs was accomplished with the Zymo Research frozen-EZ yeast transformation II kit based on manufacturer's protocol. As a negative control, p425GPD and p426GPD vectors were also transformed into BY4742. Transformants (16 different combinations total including the variant edd and eda combinations plus vector controls) were selected on synthetic dextrose medium (SD) (0.67% yeast nitrogen base-2% dextrose) containing complete amino acids minus uracil and leucine. Transformants of edd and eda variant combinations were inoculated onto 5 ml of SD minus uracil and leucine and cells were grown at about 30° C. in shaker flasks at about 250 rpm for about 24 hours. Fresh overnight culture was used to inoculate about 100 ml of (SD media minus uracil and leucine containing about 0.01 g ergosterol /L and about 400 μl of Tween80) to an initial inoculum OD_(600nm) of about 0.1 and grown anaerobically at about 30° C. for approximately 14 hours until cells reached an OD_(600nm) of 3-4. The cells were centrifuged at about 3000 g for about 10 minutes. The cells were then washed with 25 ml deionized H₂O and centrifuged at 3000 g for 10 min. the cells were resuspended at about 2 ml/g of cell pellet) in lysis buffer (50 mM TrisCl pH7, mM MgCl₂, 1× Calbiochem protease inhibitor cocktail set III). Approximately 900 μl of glass beads were added and cells were lysed by vortexing at maximum speed for 4×30 seconds. Cell lysate was removed from the glass beads, placed into fresh tubes and spun at about 10,000 g for about 10 minutes at about 4° C. The supernatant containing whole cell extract (WCE) was transferred to a fresh tube. WCE protein concentrations were measured using the Coomassie Plus Protein Assay (Thermo Scientific) according to the manufacturer's directions. A total of about 750 μg of WCE was used for the edd and eda coupled assay. For this assay, about 750 μg of WCE was mixed with about 2 mM 6-phosphogluconate and about 4.5 U lactate dehydrogenase in a final volume of about 400 μl. A total of about 100 μl of NADH was added to this reaction to a final molarity of about 0.3 mM, and NADH oxidation was monitored for about 10 minutes at about 340 nM using a DU800 spectrophotometer.

ZM4 HR EDA GENE (SEQ ID NO: 145) ATGAGAGACATTGATTCTGTTATGAGATTGGCTCCAGTTATGCCAGTCTTGGTTAT AGAAGATATAGCTGATGCTAAGCCAATTGCTGAGGCTTTGGTTGCTGGTGGTTTAA ATGTTTTGGAAGTTACATTGAGAACTCCATGTGCTTTGGAAGCTATTAAAATTATG AAGGAAGTTCCAGGTGCTGTTGTTGGTGCTGGTACTGTTTTAAACGCTAAAATGTT GGATCAAGCTCAAGAAGCTGGTTGTGAGTTCTTTGTATCACCAGGTTTGACTGCTG ATTTGGGAAAACATGCTGTTGCTCAAAAAGCGGCTCTTCTACCAGGGGTTGCTAAT GCTGCTGATGTTATGTTGGGATTGGATTTGGGTTTGGATAGATTTAAATTCTTCCC AGCTGAAAATATAGGTGGTTTGCCAGCTTTAAAATCTATGGCTTCTGTTTTTAGAC AAGTTAGATTTTGTCCAACTGGAGGAATTACTCCGACTTCTGCTCCAAAATATTTG GAAAATCCATCTATTTTGTGTGTTGGTGGTTCTTGGGTTGTTCCAGCGGGTAAACC AGATGTTGCGAAAATTACTGCTTTGGCTAAAGAGGCTTCAGCTTTTAAAAGAGCTG CTGTGGCGTAG ZM4 HR EDD GENE (SEQ ID NO: 146) ATGACGGATTTGCATTCAACTGTTGAGAAAGTAACTGCTAGAGTAATTGAAAGATC AAGGGAAACTAGAAAGGCTTATTTGGATTTGATACAATATGAGAGGGAAAAAGGTG TTGATAGACCAAATTTGTCTTGTTCTAATTTGGCTCATGGTTTTGCTGCTATGAAT GGTGATAAACCAGCTTTGAGAGATTTTAATAGAATGAATATAGGTGTAGTTACTTC TTATAATGATATGTTGTCTGCTCATGAACCATATTATAGATATCCAGAACAAATGA AGGTTTTTGCTCGTGAAGTTGGTGCTACAGTTCAAGTTGCTGGTGGTGTTCCTGCA ATGTGTGATGGTGTTACTCAAGGTCAACCAGGTATGGAAGAATCTTTGTTTTCCAG AGATGTAATTGCTTTGGCTACATCTGTTTCATTGTCTCACGGAATGTTTGAAGGTG CTGCATTGTTGGGAATTTGTGATAAAATTGTTCCAGGTTTGTTGATGGGTGCTTTG AGGTTCGGTCATTTGCCAACTATTTTGGTTCCATCTGGTCCAATGACTACTGGAAT CCCAAATAAAGAAAAGATTAGAATTAGACAATTGTATGCTCAAGGAAAAATTGGTC AAAAGGAATTGTTGGATATGGAAGCTGCCTGTTATCATGCTGAAGGTACTTGTACT TTTTATGGTACTGCTAACACTAATCAGATGGTTATGGAAGTTTTGGGTTTGCACAT GCCAGGTAGTGCATTCGTTACTCCAGGTACTCCACTGAGACAGGCTTTGACTAGAG CTGCTGTTCATAGAGTTGCAGAGTTGGGTTGGAAAGGTGATGATTATAGACCTTTG GGTAAAATTATTGATGAGAAATCTATTGTTAATGCTATTGTTGGTTTGTTAGCTAC AGGTGGTTCTACAAATCATACAATGCATATTCCGGCCATAGCTAGAGCAGCAGGGG TTATAGTTAATTGGAATGATTTTCATGATTTGTCTGAAGTTGTTCCATTGATTGCT AGAATTTATCCAAATGGTCCTAGAGATATAAATGAATTTCAAAATGCAGGAGGAAT GGCTTATGTAATTAAAGAATTGTTGAGTGCGAATTTGTTAAATAGAGATGTTACTA CTATTGCTAAAGGAGGGATAGAAGAATATGCTAAAGCTCCAGCTCTGAACGATGCG GGTGAATTGGTGTGGAAACCGGCTGGCGAACCTGGGGACGACACAATTTTGAGACC AGTATCTAATCCATTTGCTAAAGATGGTGGTTTGCGTCTCTTGGAAGGTAATTTGG GTAGAGCAATGTATAAGGCTTCTGCTGTAGATCCAAAATTCTGGACTATTGAAGCT CCCGTTAGAGTTTTCTCTGATCAAGATGATGTTCAAAAGGCTTTTAAAGCAGGCGA GTTAAATAAAGATGTTATAGTTGTTGTTAGATTTCAAGGTCCTCGTGCTAATGGTA TGCCTGAATTGCATAAGTTGACTCCTGCGCTAGGCGTATTGCAAGATAATGGTTAT AAGGTTGCTTTAGTTACTGATGGTAGAATGTCTGGTGCAACTGGTAAAGTACCGGT GGCTCTGCATGTTTCACCAGAGGCTTTAGGAGGTGGGGCGATTGGCAAGTTGAGAG ATGGCGATATAGTTAGAATTTCTGTTGAAGAAGGTAAATTAGAGGCTCTTGTCCCC GCCGACGAGTGGAATGCTAGACCACATGCTGAGAAGCCCGCTTTTAGACCTGGTAC TGGGAGAGAATTGTTTGACATTTTTAGACAAAACGCTGCTAAGGCTGAGGATGGTGCAGT TGCAATTTATGCTGGGGCAGGGATCTAG ZM4 MATCHED EDA GENE (SEQ ID NO: 147) ATGAGGGATATTGATAGTGTGATGAGGTTAGCCCCTGTTATGCCTGTTCTCGTTAT TGAAGATATTGCAGATGCCAAACCTATTGCCGAAGCACTCGTTGCAGGTGGTCTAA ACGTTCTAGAAGTGACACTAAGGACTCCTTGTGCACTAGAAGCTATTAAGATTATG AAGGAAGTTCCTGGTGCTGTTGTTGGTGCTGGTACAGTTCTAAACGCCAAAATGCT CGACCAGGCACAAGAAGCAGGTTGCGAATTTTTCGTTTCACCTGGTCTAACTGCCG ACCTCGGAAAGCACGCAGTTGCTCAAAAAGCCGCATTACTACCCGGTGTTGCAAAT GCAGCAGATGTGATGCTAGGTCTAGACCTAGGTCTAGATAGGTTCAAGTTCTTCCC TGCCGAAAACATTGGTGGTCTACCTGCTCTAAAGAGTATGGCATCAGTTTTCAGGC AAGTTAGGTTCTGCCCTACTGGAGGTATAACTCCTACAAGTGCACCTAAATATCTA GAAAACCCTAGTATTCTATGCGTTGGTGGTTCATGGGTTGTTCCTGCCGGAAAACC CGATGTTGCCAAAATTACAGCCCTCGCAAAAGAAGCAAGTGCATTCAAGAGGGCAGCAGTTG CTTAG ZM4 MATCHED EDD GENE (SEQ ID NO: 148) ATGACGGATCTACATAGTACAGTGGAGAAGGTTACTGCCAGGGTTATTGAAAGGAG TAGGGAAACTAGGAAGGCATATCTAGATTTAATTCAATATGAGAGGGAAAAAGGAG TGGACAGGCCCAACCTAAGTTGTAGCAACCTAGCACATGGATTCGCCGCAATGAAT GGTGACAAGCCCGCATTAAGGGACTTCAACAGGATGAATATTGGAGTTGTGACGAG TTACAACGATATGTTAAGTGCACATGAACCCTATTATAGGTATCCTGAGCAAATGA AGGTGTTTGCAAGGGAAGTTGGAGCCACAGTTCAAGTTGCTGGTGGAGTGCCTGCA ATGTGCGATGGTGTGACTCAGGGTCAACCTGGAATGGAAGAATCCCTATTTTCAAG GGATGTTATTGCATTAGCAACTTCAGTTTCATTATCACATGGTATGTTTGAAGGGG CAGCTCTACTCGGTATATGTGACAAGATTGTTCCTGGTCTACTAATGGGAGCACTA AGGTTTGGTCACCTACCTACTATTCTAGTTCCCAGTGGACCTATGACAACGGGTAT ACCTAACAAAGAAAAAATTAGGATTAGGCAACTCTATGCACAAGGTAAAATTGGAC AAAAAGAACTACTAGATATGGAAGCCGCATGCTACCATGCAGAAGGTACTTGCACT TTCTATGGTACAGCCAACACTAACCAGATGGTTATGGAAGTTCTCGGTCTACATAT GCCCGGTAGTGCCTTTGTTACTCCTGGTACTCCTCTCAGGCAAGCACTAACTAGGG CAGCAGTGCATAGGGTTGCAGAATTAGGTTGGAAGGGAGACGATTATAGGCCTCTA GGTAAAATTATTGACGAAAAAAGTATTGTTAATGCAATTGTTGGTCTATTAGCCAC TGGTGGTAGTACTAACCATACGATGCATATTCCTGCTATTGCAAGGGCAGCAGGTG TTATTGTTAACTGGAATGACTTCCATGATCTATCAGAAGTTGTTCCTTTAATTGCT AGGATTTACCCTAATGGACCTAGGGACATTAACGAATTTCAAAATGCCGGAGGAAT GGCATATGTTATTAAGGAACTACTATCAGCAAATCTACTAAACAGGGATGTTACAA CTATTGCTAAGGGAGGTATAGAAGAATACGCTAAGGCACCTGCCCTAAATGATGCA GGAGAATTAGTTTGGAAGCCCGCAGGAGAACCTGGTGATGACACTATTCTAAGGCC TGTTTCAAATCCTTTCGCCAAAGATGGAGGTCTAAGGCTCTTAGAAGGTAACCTAG GAAGGGCCATGTACAAGGCTAGCGCCGTTGATCCTAAATTCTGGACTATTGAAGCC CCTGTTAGGGTTTTCTCAGACCAGGACGATGTTCAAAAAGCCTTCAAGGCAGGAGA ACTAAACAAAGACGTTATTGTTGTTGTTAGGTTCCAAGGACCTAGGGCCAACGGTA TGCCTGAATTACATAAGCTAACTCCTGCATTAGGTGTTCTACAAGATAATGGATAC AAAGTTGCATTAGTGACGGATGGTAGGATGAGTGGTGCAACTGGTAAAGTTCCTGT TGCATTACATGTTTCACCCGAAGCACTAGGAGGTGGTGCTATTGGTAAACTTAGGG ATGGAGATATTGTTAGGATTAGTGTTGAAGAAGGAAAACTTGAAGCACTCGTTCCC GCAGATGAGTGGAATGCAAGGCCTCATGCAGAAAAACCTGCATTCAGGCCTGGGAC TGGGAGGGAATTATTTGATATTTTCAGGCAAAATGCAGCAAAAGCAGAAGACGGTGCCGTTG CCATCTATGCCGGTGCTGGTATATAG

Example 2 Inactivation of the Embden-Meyerhof Pathway in Yeast

Saccharomyces cerevisiae strain YGR240CBY4742 was obtained from the ATCC (accession number 4015893). This strain is genetically identical to S. cerevisiae strain BY4742, except that YGR420C, the gene encoding the PFK1 enzyme, which is the alpha subunit of heterooctameric phosphofructokinase, has been deleted. A DNA construct designed to delete the gene encoding the PFK2 enzyme via homologous recombination was prepared. This construct substituted the gene encoding HIS3 (imidazoleglycerol-phosphate dehydratase, an enzyme required for synthesis of histidine) for the PFK2 gene. The DNA construct comprised, in the 5′ to 3′ direction, 100 bases of the 5′ end of the open reading frame of PFK2, followed by the HIS3 promoter, HIS3 open reading frame, HIS3 terminator, and 100 bp of the 3′ end of the PFK2 open reading frame.

This construct was prepared by two rounds of PCR. In the first round, about 100 ng of BY4742 genomic DNA was used as a template. The genomic DNA was prepared from cells using the Zymo Research Yeastar kit according to the manufacturer's instructions. PCR was performed using the following primers:

(SEQ ID NO: 9) 5′-tgcatattccgttcaatcttataaagctgccatagatttttacacca agtcgttttaagagcttggtgagcgcta-3′ (SEQ ID NO: 10) 5′-cttgccagtgaatgacctttggcattctcatggaaacttcagtttca tagtcgagttcaagagaaaaaaaaagaa-3′

The PCR reaction conditions were the same as those set forth in Example 1 for preparing the edd and eda genes.

For the second round of PCR, approximately 1 μl of the first PCR product was used as a template. The second round of PCR reaction was performed with the following primer set:

(SEQ ID NO: 11) 5′-atgactgttactactccttttgtgaatggtacttcttattgtaccgt cactgcatattccgttcaatcttataaa-3′ (SEQ ID NO: 12) 5′-ttaatcaactctctttcttccaaccaaatggtcagcaatgagtctgg tagcttgccagtgaatgacctttggcat-3′

PCR conditions for this reaction were the same as for the first reaction immediately above. The final PCR product was separated by agarose gel electrophoresis, excised, and purified using MP Biomedicals Geneclean II kit according to the manufacturer's instructions.

Approximately 2 μg of the purified DNA was used for transformation of the yeast strain YGR240CBY4742 by lithium acetate procedure as described by Shiestl and Gietz with an additional recovery step added after the heat shock step. Essentially after heat shock, cells were centrifuged at 500×g for 2 min and resuspended in 1 ml of YP-Ethanol (1% yeast extract-2% peptone-2% ethanol) and incubated at 30° C. for 2 hours prior to plating on selective media containing SC-Ethanol (0.67% yeast nitrogen base-2% ethanol) containing complete amino acids minus histidine. The engineered transformant strain referred to as YGR420CBY4742ΔPFK2 has PFK1 and PFK2 genes deleted and is an auxotroph for leucine, uracil and lysine.

The YGR420CBY4742ΔPFK2 strain was used for transformation of the combination of edd-p426 GPD (edd variants in p426 GPD) and eda-p425 GPD (eda variants in p425 GPD) variant constructs. A total of 16 combinations of edd-p426 GPD and eda-p425 GPD variant constructs were tested. Each combination was transformed into YGR420CBY4742ΔPFK2. For all transformation, 1 μg of edd-p426 GPD and 1 μg of eda-p425 GPD was used. All transformants from each edd-p426 GPD and eda-p425 GPD construct combination were selected on SC-Ethanol (0.67% yeast nitrogen base-2% ethanol) containing complete amino acids minus uracil and leucine.

To confirm that the edd and eda variants are functional in yeast, a complementation test for growth of YGR420CBY4742ΔPFK2 strain on YPD (1% yeast extract-2% peptone-2% dextrose) and YPGluconate (1% yeast extract-2% peptone-2% gluconate) was performed. Viable colonies of edd-p426 GPD and eda-p425 GPD variant construct combinations grown on SC-Ethanol minus uracil and leucine were patched to plates containing SC-ethanol minus uracil and leucine and incubated at 30° C. for 48 hrs. These patches were used to inoculate 5 ml of YPD media to an initial inoculum OD_(600nm) of 0.1 and the cells were grown anaerobically at 30° C. for 3 to 7 days.

Example 3 Preparation of Carbon Dioxide Fixing Yeast Cells

Total genomic DNA from Zymomonas mobilis was obtained from ATCC (ATCC Number 31821). The Z. mobilis gene encoding the enzyme phosphoenolpyruvate carboxylase (“PEP carboxylase”) was isolated from this genomic DNA and cloned using PCR amplification. PCR was performed in a total volume of about 50 micro-liters in the presence of about 20 nanograms of Z. mobilis genomic DNA, about 0.2 mM of 5′ forward primer, about 0.2 mM of 3′ reverse primer, about 0.2 mM of dNTP, about 1 micro-liter of pfu Ultra II DNA polymerase (Stratagene, La Jolla, Calif.), and 1×PCR buffer (Stratagene, La Jolla, Calif.). PCR was carried out in a thermocycler using the following program: Step One “95° C. for 10 minutes” for 1 cycle, followed by Step Two “95° C. for 20 seconds, 65° C. for 30 seconds, and 72° C. for 45 seconds” for 35 cycles, followed by Step Three “72° C. for 5 minutes” for 1 cycle, and then Step Four “4° C. Hold” to stop the reaction. The primers for the PCR reaction were:

(SEQ ID NO: 13) 5′GACTAACTGAACTAGTAAAAAAATGACCAAGCCGCGCACAATTAAT CAG-3′ (SEQ ID NO: 14) 5′AAGTGAGTAACTCGAGTTATTAACCGCTGTTGCGAAGTGCCGT CGC-3′

The DNA sequence of native Z. Mobilis PEP carboxylase is set forth as SEQ ID NO:20.

The cloned gene was inserted into the vector pGPD426 (ATCC Number: 87361) in between the SpeI and XhoI sites. The final plasmid containing the PEP carboxylase gene was named pGPD426 PEPC.

Separately, a similar plasmid, referred to as pGPD426 N-his PEPC was constructed to insert a six-histidine tag (SEQ ID NO: 138) at the N-terminus of the PEPC sequence for protein expression verification in yeast. This plasmid was constructed using two rounds of PCR to extend the 5′ end of the PEPC gene to incorporate a six-histidine tag (SEQ ID NO: 138) at the N-terminus of the PEPC protein. The two 5′ forward primers used sequentially were:

(SEQ ID NO: 15) 5′ATGTCTCATCATCATCATCATCATACCAAGCCGCGCACAATTAATCA GAAC-3′ and (SEQ ID NO: 16) 5′GACTAACTGAACTAGTAAAAAAATGTCTCATCATCATCATCATCATAC CAAG-3′

The same 3′ primer was used as described above. The PCR was performed in a total volume of about 50 micro-liters in the presence of about 20 nanograms of Z. Mobilis PEP carboxylase polynucleotide, about 0.2 mM of 5′ forward primer, about 0.2 mM of 3′ reverse primer, about 0.2 mM of dNTP, about 1 micro-liter of pfu Ultra II DNA polymerase (Stratagene, La Jolla, Calif.), and 1×PCR buffer (Stratagene, La Jolla, Calif.). The PCR was carried out in a thermocycler using the following program: Step One “95° C. for 10 minutes” for 1 cycle, followed by Step Two “95° C. for 20 seconds, 65° C. for 30 seconds, and 72° C. for 45 seconds” for 35 cycles, followed Step Three “72° C. for 5 minutes” for 1 cycle, and then Step Four “4° C. Hold” to stop the reaction.

To increase protein expression level of Z. Mobilis PEP carboxylase in yeast, the PEPC coding sequence was optimized to incorporate frequently used codons obtained from yeast glycolytic genes. The resulting PEP carboxylase amino acid sequence remains identical to the wild type.

The codon optimized PEP carboxylase DNA sequence was ordered from IDT and was inserted into the vector pGPD426 at the SpeI and XhoI site. The final plasmid containing the codon optimized PEP carboxylase gene was named pGPD426 PEPC_opti. A similar plasmid, named pGPD426 N-his PEPC_opti was constructed to insert a six-histidine tag (SEQ ID NO: 138) at the N-terminus of the optimized PEPC gene for protein expression verification in yeast.

To construct pGPD426 N-his PEPC_opti, two rounds of PCR were performed to extend the 5′ end of the codon optimized PEPC gene to incorporate the six-histidine tag (SEQ ID NO: 138) at the N-terminus of the PEPC protein. Two 5′ forward primers used in sequential order were:

(SEQ ID NO: 17) 5′ATGTCTCATCATCATCATCATCATATGACCAAGCCAAGAACTATTAA CCAAAACCC-3′ and (SEQ ID NO: 18) 5′GACTAACTGAACTAGTAAAAAAATGTCTCATCATCATCATCATCATAT GACCAAGCCAAG 3′

The 3′ reverse primer sequence used for both PCR reactions was:

(SEQ ID NO: 19) 5′AAGTGAGTAACTCGAGTTATTAACCGGAGTTTCTCAAAGCAGTAGCGA TAG3′

Both PCR reactions were performed in a total volume of about 50 micro-liters in the presence of about 20 nanograms of the codon optimized PEP carboxylase polynucleotide, about 0.2 mM of 5′ forward primer, about 0.2 mM of 3′ reverse primer, about 0.2 mM of dNTP, about 1 micro-liter of pfu UltraII DNA polymerase (Stratagene, La Jolla, Calif.), and 1×PCR buffer (Stratagene, La Jolla, Calif.). PCR reactions were carried out in a thermocycler using the following program: Step One “95° C. for 10 minutes” for 1 cycle, followed by Step Two “95° C. for 20 seconds, 65° C. for 30 seconds, and 72° C. for 45 seconds” for 35 cycles, followed Step Three “72° C. for 5 minutes” for 1 cycle, and then Step Four “4° C. Hold” to stop the reaction.

Saccharomyces cerevisiae strain BY4742 was cultured in YPD medium to an OD of about 1.0, and then prepared for transformation using the Frozen-EZ Yeast Transformation II kit (Zymo Research, Orange, Calif.) and following the manufacturer's instructions. Approximately 500 micrograms of each plasmid was added to the cells, and transformation was accomplished by addition of PEG solution (“Solution 3” in the Frozen-EZ Yeast Transformation II kit) and incubation at about 30° C. for an hour. After transformation, the cells were plated on synthetic complete medium (described in Example IV below) minus uracil (sc-ura) medium, grown for about 48 hours at about 30° C., and transformants were selected based on auxotrophic complementation.

Following a similar procedure, the same plasmids were individually transformed using the procedure described above into the following yeast mutant strains: YKR097W (ATCC Number 4016013, ΔPCK, in the phosphoenolpyruvate carboxykinase gene is deleted), YGL062W (ATCC Number 4014429, ΔPYC1, in which the pyruvate carboxylase 1 gene is deleted), and YBR218c (ATCC Number 4013358, ΔPYC2, in which the pyruvate carboxylase 2 gene is deleted).

The transformed yeast cells were grown aerobically in a shake flask in synthetic complete medium minus uracil (see Example IV) containing 1% glucose to mid-log phase (an OD of 2.0). The mid-log phase cultures were then used to inoculate a fresh culture (in sc-ura medium with 1% glucose) to an initial OD of 0.1 at which time the cultures were then grown anaerobically in a serum bottle. Culture samples were drawn periodically to monitor the level of glucose consumption and ethanol production.

DNA sequence of the native Z. mobilis PEP carboxylase gene (SEQ ID NO: 20): ACTAGTAAAAAAATGACCAAGCCGCGCACAATTAATCAGAACCCAGACCTTCGCTATTTTGGT AACCTGCTCGGTCAGGTTATTAAGGAACAAGGCGGAGAGTCTTTATTCAACCAGATCGAGCAA ATTCGCTCTGCCGCGATTAGACGCCATCGGGGTATTGTTGACAGCACCGAGCTAAGTTCTCG CTTAGCCGATCTCGACCTTAATGACATGTTCTCTTTTGCACATGCCTTTTTGCTGTTTTCAATG CTGGCCAATTTGGCTGATGATCGTCAGGGAGATGCCCTTGATCCTGATGCCAATATGGCAAGT GCCCTTAAGGACATAAAAGCCAAAGGCGTCAGTCAGCAGGCGATCATTGATATGATCGACAAA GCCTGCATTGTGCCTGTTCTGACAGCACATCCGACCGAAGTCCGTCGGAAAAGTATGCTTGA CCATTATAATCGCATTGCAGGTTTAATGCGGTTAAAAGATGCTGGACAAACGGTGACCGAAGA TGGTCTTCCGATCGAAGATGCGTTAATCCAGCAAATCACGATATTATGGCAGACTCGTCCGCT CATGCTGCAAAAGCTGACCGTGGCTGATGAAATCGAAACTGCCCTGTCTTTCTTAAGAGAAAC TTTTCTGCCTGTTCTGCCCCAGATTTATGCAGAATGGGAAAAATTGCTTGGTAGTTCTATTCCA AGCTTTATCAGACCTGGTAATTGGATTGGTGGTGACCGTGACGGTAACCCCAATGTCAATGCC GATACGATCATGCTGTCTTTGAAGCGCAGCTCGGAAACGGTATTGACGGATTATCTCAACCGT CTTGATAAACTGCTTTCCAACCTTTCGGTCTCAACCGATATGGTTTCGGTATCCGATGATATTC TACGTCTAGCCGATAAAAGTGGTGACGATGCTGCGATCCGTGCGGATGAACCTTATCGTCGT GCCTTAAATGGTATTTATGACCGTTTAGCCGCTACCTATCGTCAGATCGCCGGTCGCAACCCT TCGCGCCCAGCCTTGCGTTCTGCAGAAGCCTATAAACGGCCTCAAGAATTGCTGGCTGATTT GAAGACCTTGGCCGAAGGCTTGGGTAAATTGGCAGAAGGTAGTTTTAAGGCATTGATCCGTTC GGTTGAAACCTTTGGTTTCCATTTGGCCACCCTCGATCTGCGTCAGAATTCGCAGGTTCATGA AAGAGTTGTCAATGAACTGCTACGGACAGCCACCGTTGAAGCCGATTATTTATCTCTATCGGA AGAAGATCGCGTTAAGCTGTTAAGACGGGAATTGTCGCAGCCGCGGACTCTATTCGTTCCGC GCGCCGATTATTCCGAAGAAACGCGTTCTGAACTTGATATTATTCAGGCAGCAGCCCGCGCC CATGAAATTTTTGGCCCTGAATCCATTACGACTTATTTGATTTCGAATGGCGAAAGCATTTCCG ATATTCTGGAAGTCTATTTGCTTTTGAAAGAAGCAGGGCTGTATCAAGGGGGTGCTAAGCCAA AAGCGGCGATTGAAGCTGCGCCTTTATTCGAGACGGTGGCCGATCTTGAAAATGCGCCAAAG GTCATGGAGGAATGGTTCAAGCTGCCTGAAGCGCAAGCCATTGCAAAGGCACATGGCGTTCA GGAAGTGATGGTTGGCTATTCTGACTCCAATAAGGACGGCGGATATCTGACCTCGGTTTGGG GTCTTTATAAGGCTTGCCTCGCTTTGGTGCCGATTTTTGAGAAAGCCGGTGTACCGATCCAGT TTTTCCATGGACGGGGTGGTTCCGTTGGTCGCGGTGGTGGTTCCAACTTTAATGCCATTCTGT CGCAGCCAGCCGGAGCCGTCAAAGGGCGTATCCGTTATACAGAACAGGGTGAAGTCGTGGC GGCCAAATATGGCACCCATGAAAGCGCTATTGCCCATCTGGATGAGGCCGTAGCGGCGACTT TGATTACGTCTTTGGAAGCACCGACCATTGTCGAGCCAGAGTTTAGTCGTTACCGTAAGGCCT TGGATCAGATCTCAGATTCAGCTTTCCAGGCCTATCGCCAATTGGTCTATGGAACGAAGGGCT TCCGTAAATTCTTTAGTGAATTTACGCCTTTGCCGGAAATTGCCCTGTTAAAGATCGGGTCACG CCCACCTAGCCGCAAAAAATCCGACCGGATTGAAGATCTACGCGCTATTCCTTGGGTGTTTAG CTGGTCTCAAGTTCGAGTCATGTTACCCGGTTGGTTCGGTTTCGGTCAGGCTTTATATGACTT TGAAGATACCGAGCTGTTACAGGAAATGGCAAGCCGTTGGCCGTTTTTCCGCACGACTATTCG GAATATGGAACAGGTGATGGCACGTTCCGATATGACGATCGCCAAGCATTATCTGGCCTTGGT TGAGGATCAGACAAATGGTGAGGCTATCTATGATTCTATCGCGGATGGCTGGAATAAAGGTTG TGAAGGTCTGTTAAAGGCAACCCAGCAGAATTGGCTGTTGGAACGCTTTCCGGCGGTTGATA ATTCGGTGCAGATGCGTCGGCCTTATCTGGAACCGCTTAATTACTTACAGGTCGAATTGCTGA AGAAATGGCGGGGAGGTGATACCAACCCGCATATCCTCGAATCTATTCAGCTGACAATCAATG CCATTGCGACGGCACTTCGCAACAGCGGTTAATAACTCGAG DNA sequence of the codon optimized PEP carboxylase gene (SEQ ID NO: 21): ACTAGTAAAAAAATGACCAAGCCAAGAACTATTAACCAAAACCCAGACTTGAGATACTTCGGTA ACTTGTTGGGTCAAGTTATCAAGGAACAAGGTGGTGAATCTTTGTTCAACCAAATTGAACAAAT CAGATCCGCTGCTATTAGAAGACACAGAGGTATCGTCGACTCTACCGAATTGTCCTCTAGATT GGCTGACTTGGACTTGAACGACATGTTCTCCTTCGCTCACGCTTTCTTGTTGTTCTCTATGTTG GCTAACTTGGCTGACGACAGACAAGGTGACGCTTTGGACCCAGACGCTAACATGGCTTCCGC TTTGAAGGACATTAAGGCTAAGGGTGTTTCTCAACAAGCTATCATTGACATGATCGACAAGGC TTGTATTGTCCCAGTTTTGACTGCTCACCCAACCGAAGTCAGAAGAAAGTCCATGTTGGACCA CTACAACAGAATCGCTGGTTTGATGAGATTGAAGGACGCTGGTCAAACTGTTACCGAAGACG GTTTGCCAATTGAAGACGCTTTGATCCAACAAATTACTATCTTGTGGCAAACCAGACCATTGAT GTTGCAAAAGTTGACTGTCGCTGACGAAATTGAAACCGCTTTGTCTTTCTTGAGAGAAACTTTC TTGCCAGTTTTGCCACAAATCTACGCTGAATGGGAAAAGTTGTTGGGTTCCTCTATTCCATCCT TCATCAGACCAGGTAACTGGATTGGTGGTGACAGAGACGGTAACCCAAACGTCAACGCTGAC ACCATCATGTTGTCTTTGAAGAGATCCTCTGAAACTGTTTTGACCGACTACTTGAACAGATTGG ACAAGTTGTTGTCCAACTTGTCTGTCTCCACTGACATGGTTTCTGTCTCCGACGACATTTTGAG ATTGGCTGACAAGTCTGGTGACGACGCTGCTATCAGAGCTGACGAACCATACAGAAGAGCTT TGAACGGTATTTACGACAGATTGGCTGCTACCTACAGACAAATCGCTGGTAGAAACCCATCCA GACCAGCTTTGAGATCTGCTGAAGCTTACAAGAGACCACAAGAATTGTTGGCTGACTTGAAGA CTTTGGCTGAAGGTTTGGGTAAGTTGGCTGAAGGTTCCTTCAAGGCTTTGATTAGATCTGTTG AAACCTTCGGTTTCCACTTGGCTACTTTGGACTTGAGACAAAACTCCCAAGTCCACGAAAGAG TTGTCAACGAATTGTTGAGAACCGCTACTGTTGAAGCTGACTACTTGTCTTTGTCCGAAGAAG ACAGAGTCAAGTTGTTGAGAAGAGAATTGTCTCAACCAAGAACCTTGTTCGTTCCAAGAGCTG ACTACTCCGAAGAAACTAGATCTGAATTGGACATCATTCAAGCTGCTGCTAGAGCTCACGAAA TCTTCGGTCCAGAATCCATTACCACTTACTTGATCTCTAACGGTGAATCCATTTCTGACATCTT GGAAGTCTACTTGTTGTTGAAGGAAGCTGGTTTGTACCAAGGTGGTGCTAAGCCAAAGGCTG CTATTGAAGCTGCTCCATTGTTCGAAACCGTTGCTGACTTGGAAAACGCTCCAAAGGTCATGG AAGAATGGTTCAAGTTGCCAGAAGCTCAAGCTATCGCTAAGGCTCACGGTGTTCAAGAAGTCA TGGTTGGTTACTCCGACTCTAACAAGGACGGTGGTTACTTGACTTCCGTCTGGGGTTTGTACA AGGCTTGTTTGGCTTTGGTTCCAATTTTCGAAAAGGCTGGTGTCCCAATCCAATTCTTCCACG GTAGAGGTGGTTCTGTTGGTAGAGGTGGTGGTTCCAACTTCAACGCTATTTTGTCTCAACCAG CTGGTGCTGTCAAGGGTAGAATCAGATACACCGAACAAGGTGAAGTTGTCGCTGCTAAGTAC GGTACTCACGAATCCGCTATTGCTCACTTGGACGAAGCTGTTGCTGCTACCTTGATCACTTCT TTGGAAGCTCCAACCATTGTCGAACCAGAATTCTCCAGATACAGAAAGGCTTTGGACCAAATC TCTGACTCCGCTTTCCAAGCTTACAGACAATTGGTTTACGGTACTAAGGGTTTCAGAAAGTTCT TCTCTGAATTCACCCCATTGCCAGAAATTGCTTTGTTGAAGATCGGTTCCAGACCACCATCTAG AAAGAAGTCCGACAGAATTGAAGACTTGAGAGCTATCCCATGGGTCTTCTCTTGGTCCCAAGT TAGAGTCATGTTGCCAGGTTGGTTCGGTTTCGGTCAAGCTTTGTACGACTTCGAAGACACTGA ATTGTTGCAAGAAATGGCTTCTAGATGGCCATTCTTCAGAACCACTATTAGAAACATGGAACAA GTTATGGCTAGATCCGACATGACCATCGCTAAGCACTACTTGGCTTTGGTCGAAGACCAAACT AACGGTGAAGCTATTTACGACTCTATCGCTGACGGTTGGAACAAGGGTTGTGAAGGTTTGTTG AAGGCTACCCAACAAAACTGGTTGTTGGAAAGATTCCCAGCTGTTGACAACTCCGTCCAAATG AGAAGACCATACTTGGAACCATTGAACTACTTGCAAGTTGAATTGTTGAAGAAGTGGAGAGGT GGTGACACTAACCCACACATTTTGGAATCTATCCAATTGACCATTAACGCTATCGCTACTGCTT TGAGAAACTCCGGTTAATAACTCGAG

Example 4 Production of Pentose Sugar Utilizing Yeast Cells

The full length gene encoding the enzyme xylose isomerase from Ruminococcus flavefaciens strain 17 (also known as Ruminococcus flavefaciens strain Siijpesteijn 1948) with a substitution at position 513 (in which cytidine was replaced by guanidine) was synthesized by Integrated DNA Technologies, Inc. (“IDT”, Coralville, Iowa; www.idtdna.com). The sequence of this gene is set forth below as SEQ ID NO:22.

SEQ ID NO: 22 atggaatttttcagcaatatcggtaaaattcagtatcagggaccaaaaagtactgatcctctctcatttaagtactataaccctgaagaagtca tcaacggaaagacaatgcgcgagcatctgaagttcgctctttcatggtggcacacaatgggcggcgacggaacagatatgttcggctgc ggcacaacagacaagacctggggacagtccgatcccgctgcaagagcaaaggctaaggttgacgcagcattcgagatcatggataa gctctccattgactactattgtttccacgatcgcgatctttctcccgagtatggcagcctcaaggctaccaacgatcagcttgacatagttacag actatatcaaggagaagcagggcgacaagttcaagtgcctctggggtacagcaaagtgcttcgatcatccaagattcatgcacggtgca ggtacatctccttctgctgatgtattcgctttctcagctgctcagatcaagaaggctctGgagtcaacagtaaagctcggcggtaacggttac gttttctggggcggacgtgaaggctatgagacacttcttaatacaaatatgggactcgaactcgacaatatggctcgtcttatgaagatggct gttgagtatggacgttcgatcggcttcaagggcgacttctatatcgagcccaagcccaaggagcccacaaagcatcagtacgatttcgata cagctactgttctgggattcctcagaaagtacggtctcgataaggatttcaagatgaatatcgaagctaaccacgctacacttgctcagcata cattccagcatgagctccgtgttgcaagagacaatggtgtgttcggttctatcgacgcaaaccagggcgacgttcttcttggatgggataca gaccagttccccacaaatatctacgatacaacaatgtgtatgtatgaagttatcaaggcaggcggcttcacaaacggcggtctcaacttcg acgctaaggcacgcagagggagcttcactcccgaggatatcttctacagctatatcgcaggtatggatgcatttgctctgggcttcagagct gctctcaagcttatcgaagacggacgtatcgacaagttcgttgctgacagatacgcttcatggaataccggtatcggtgcagacataatcgc aggtaaggcagatttcgcatctcttgaaaagtatgctcttgaaaagggcgaggttacagcttcactctcaagcggcagacaggaaatgctg gagtctatcgtaaataacgttcttttcagtctgtaa

Separately, PCR was conducted to add a DNA sequence encoding 6 histidines (SEQ ID NO: 138) to the 3′ terminus of this gene.

Two variants designed to remove the translational pauses in the gene were prepared using the DNA self-assembly method of Larsen et al., supra. One variant contained DNA sequence encoding a 6-hisitidine tag (SEQ ID NO: 138) at the 5′ terminus, and the other version did not. The annealing temperature for the self assembly reactions was about 48 degrees Celsius. This gene variant is referred to as a “Hot Rod” or “HR” gene variant. The sequence of this HR gene is set forth below as SEQ ID NO: 23:

SEQ ID NO: 23 ATGGAGTTCTTTTCTAATATAGGTAAAATTCAGTATCAAGGTCCAAAATC TACAGATCCATTGTCTTTTAAATATTATAATCCAGAAGAAGTTATAAATG GTAAAACTATGAGAGAACATTTAAAATTTGCTTTGTCTTGGTGGCATACT ATGGGTGGTGATGGTACTGATATGTTCGGTTGTGGTACTACTGATAAAAC TTGGGGTCAATCTGATCCAGCTGCTAGAGCAAAAGCCAAAGTAGATGCAG CCTTTGAAATTATGGATAAATTGTCTATTGATTATTATTGTTTTCATGAT AGAGATTTGTCTCCTGAATATGGTTCTTTAAAAGCAACTAATGATCAATT GGACATTGTTACGGATTATATTAAAGAAAAACAAGGTGATAAATTTAAAT GTTTGTGGGGCACTGCGAAATGTTTTGATCATCCACGTTTTATGCATGGT GCGGGGACGAGTCCTTCTGCTGATGTTTTTGCTTTTTCTGCCGCTCAAAT TAAGAAGGCATTGGAATCAACTGTTAAATTAGGTGGGAACGGGTATGTAT TCTGGGGAGGAAGGGAAGGTTATGAAACATTATTAAACACTAATATGGGT TTGGAATTGGATAATATGGCTAGATTGATGAAAATGGCTGTAGAATACGG AAGGTCTATTGGTTTTAAGGGTGACTTTTATATTGAACCAAAACCTAAAG AGCCTACTAAACATCAATATGATTTTGATACTGCTACAGTTTTGGGATTC TTGAGAAAATATGGTCTGGATAAAGATTTTAAAATGAATATAGAAGCTAA TCATGCAACACTCGCACAACATACTTTTCAACATGAATTGAGAGTTGCCA GAGATAACGGAGTTTTTGGATCTATCGATGCAAACCAGGGAGACGTTTTG CTAGGATGGGATACTGATCAATTTCCAACTAACATTTATGATACTACTAT GTGTATGTATGAAGTAATTAAGGCAGGAGGCTTTACTAATGGCGGATTAA ACTTTGATGCGAAGGCTAGGCGTGGTAGTTTCACTCCAGAGGATATATTC TATTCTTATATTGCTGGAATGGATGCTTTCGCGTTAGGTTTCAGGGCAGC ACTAAAATTGATTGAAGATGGTAGAATTGATAAGTTTGTAGCTGATAGAT ATGCTTCTTGGAATACTGGAATAGGAGCAGATATAATCGCTGGGAAAGCC GACTTCGCCAGTCTGGAAAAATATGCGCTTGAAAAAGGAGAAGTTACTGC CAGCTTAAGTTCCGGTCGTCAAGAAATGTTGGAATCTATTGTAAACAATG TTTTATTTTCTCTG

For cloning purposes, PCR was used to engineer a unique SpeI restriction site into the 5′ end of each of the xylose isomerase genes, and to engineer a unique XhoI restriction site at the 3′ end. In addition, a version of each gene was created that contained a 6-HIS tag (SEQ ID NO: 138) at the 3′ end of each gene to enable detection of the proteins using Western analysis.

PCR amplifications were performed in about 50 μl reactions containing 1×PfuII Ultra reaction buffer (Stratagene, San Diego, Calif.), 0.2 mM dNTPs, 0.2 μM specific 5′ and 3′ primers, and 1 U PfuUltra II polymerase (Stratagene, San Diego, Calif.). The reactions were cycled at 95° C. for 10 minutes, followed by 30 rounds of amplification (95° C. for 30 seconds, 62° C. for 30 seconds, 72° C. for 30 seconds) and a final extension incubation at 72° C. for 5 minutes. Amplified PCR products were cloned into pCR Blunt II TOPO (Life Sciences, Carlsbad, Calif.) and confirmed by sequencing (GeneWiz, La Jolla, Calif.). The PCR primers for these reactions were:

(SEQ ID NO: 26) 5′ACTTGACTACTAGTATGGAGTTCTTTTCTAATATAGGTAAAATT 3′ (without the His tag): (SEQ ID NO: 27) AGTCAAGTCTCGAGCAGAGAAAATAAAACATTGTTTACAATAGA 3′ (with the His tag): (SEQ ID NO: 28) AGTCAAGTCTCGAGCTAATGATGATGATGATGATGCAGAGAAAATAAA ACATTGTTTAC

Separately, the xylose isomerase gene from Piromyces, strain E2 (Harhangi et al., Arch. Microbiol., 180(2): 134-141 (2003)) was synthesized by IDT. The sequence of this gene is set forth below as

SEQ ID NO: 24. 1 atggctaagg aatatttccc acaaattcaa aagattaagt tcgaaggtaa ggattctaag 61 aatccattag ccttccacta ctacgatgct gaaaaggaag tcatgggtaa gaaaatgaag 121 gattggttac gtttcgccat ggcctggtgg cacactcttt gcgccgaagg tgctgaccaa 181 ttcggtggag gtacaaagtc tttcccatgg aacgaaggta ctgatgctat tgaaattgcc 241 aagcaaaagg ttgatgctgg tttcgaaatc atgcaaaagc ttggtattcc atactactgt 301 ttccacgatg ttgatcttgt ttccgaaggt aactctattg aagaatacga atccaacctt 361 aaggctgtcg ttgcttacct caaggaaaag caaaaggaaa ccggtattaa gcttctctgg 421 agtactgcta acgtcttcgg tcacaagcgt tacatgaacg gtgcctccac taacccagac 481 tttgatgttg tcgcccgtgc tattgttcaa attaagaacg ccatagacgc cggtattgaa 541 cttggtgctg aaaactacgt cttctggggt ggtcgtgaag gttacatgag tctccttaac 601 actgaccaaa agcgtgaaaa ggaacacatg gccactatgc ttaccatggc tcgtgactac 661 gctcgttcca agggattcaa gggtactttc ctcattgaac caaagccaat ggaaccaacc 721 aagcaccaat acgatgttga cactgaaacc gctattggtt tccttaaggc ccacaactta 781 gacaaggact tcaaggtcaa cattgaagtt aaccacgcta ctcttgctgg tcacactttc 841 gaacacgaac ttgcctgtgc tgttgatgct ggtatgctcg gttccattga tgctaaccgt 901 ggtgactacc aaaacggttg ggatactgat caattcccaa ttgatcaata cgaactcgtc 961 caagcttgga tggaaatcat ccgtggtggt ggtttcgtta ctggtggtac caacttcgat 1021 gccaagactc gtcgtaactc tactgacctc gaagacatca tcattgccca cgtttctggt 1081 atggatgcta tggctcgtgc tcttgaaaac gctgccaagc tcctccaaga atctccatac 1141 accaagatga agaaggaacg ttacgcttcc ttcgacagtg gtattggtaa ggactttgaa 1201 gatggtaagc tcaccctcga acaagtttac gaatacggta agaagaacgg tgaaccaaag 1261 caaacttctg gtaagcaaga actctacgaa gctattgttg ccatgtacca ataa

Two hot rod (“HR”) versions of the Piromyces xylose isomerase gene were prepared using the method of Larsen et al., supra. One version contained DNA sequence encoding a 6-histidine tag (SEQ ID NO: 138) at the 5′ terminus and the other did not. The annealing temperature for the self-assembling oligonucleotides was about 48 degrees Celsius. The sequence of this gene is set forth below as

SEQ ID NO: 25. ATGGCTAAAGAATATTTTCCACAAATTCAGAAAATTAAATTTGAAGGTAAAGATTCTAAAAATCCATTGGCTTTCCATTA TTATGATGCTGAAAAAGAAGTTATGGGTAAAAAGATGAAAGATTGGTTGAGATTCGCTATGGCTTGGTGGCATACTCTAT GTGCTGAAGGAGCTGATCAATTTGGAGGAGGTACTAAATCTTTTCCTTGGAATGAAGGTACTGACGCTATTGAAATTGCT AAGCAGAAAGTAGACGCGGGTTTTGAAATTATGCAAAAATTGGGAATACCATATTATTGTTTTCATGATGTTGATTTGGT ATCTGAGGGTAATTCTATTGAAGAATATGAATCTAATTTAAAAGCTGTTGTTGCTTACTTAAAAGAAAAACAAAAAGAAA CTGGAATTAAATTGTTGTGGTCTACAGCTAATGTTTTCGGTCATAAAAGATATATGAATGGTGCTTCTACAAATCCAGAT TTTGATGTTGTAGCTAGAGCTATTGTTCAAATTAAAAATGCTATAGATGCAGGAATTGAATTAGGTGCCGAAAATTATGT TTTCTGGGGAGGTAGAGAAGGTTATATGTCTTTGTTAAATACTGATCAAAAACGTGAAAAGGAACACATGGCAACTATGT TGACAATGGCTAGGGATTATGCTAGATCTAAAGGTTTTAAAGGTACTTTCTTGATTGAGCCAAAACCTATGGAACCAACT AAACATCAATATGACGTTGACACTGAAACTGCTATTGGTTTCTTAAAAGCTCATAATTTGGATAAAGATTTTAAGGTTAA TATAGAAGTTAATCATGCTACACTAGCTGGTCATACTTTTGAACATGAATTAGCTTGTGCAGTTGATGCCGGTATGTTAG GTTCTATCGACGCAAATAGAGGTGATTATCAAAATGGTTGGGACACAGATCAATTTCCAATAGATCAATATGAATTGGTT CAAGCATGGATGGAAATTATTAGGGGTGGAGGCTTCGTTACAGGTGGAACTAATTTTGATGCTAAAACTAGGAGAAATTC TACAGATCTTGAAGATATAATTATTGCTCATGTATCTGGTATGGATGCGATGGCCCGTGCTTTGGAAAATGCAGCTAAAT TACTTCAAGAATCTCCTTATACTAAAATGAAAAAGGAAAGATATGCTTCTTTTGATTCTGGAATAGGTAAGGATTTTGAA GATGGTAAATTGACATTGGAACAAGTTTATGAATATGGTAAGAAGAATGGAGAACCAAAACAAACTTCTGGTAAACAAGA ATTATATGAGGCTATAGTAGCTATGTATCAAtaa

For cloning purposes, a unique SpeI restriction site was engineered at the 5′ end of each of the XI genes, and a unique XhoI restriction site was engineered at the 3′ end. When needed, a 6-HIS tag (SEQ ID NO: 138) was engineered at the 3′ end of each gene sequence to enable detection of the proteins using Western analysis. The primers are listed in Table X. PCR amplifications were performed in 50 μl reactions containing 1×PfuII Ultra reaction buffer (Stratagene, San Diego, Calif.), 0.2 mM dNTPs, 0.2 μM specific 5′ and 3′ primers, and 1 U PfuUltra II polymerase (Stratagene, San Diego, Calif.). The reactions were cycled at 95° C. for 10 minutes, followed by 30 rounds of amplification (95° C. for 30 seconds, 62° C. for 30 seconds, 72° C. for 30 seconds) and a final extension incubation at 72° C. for 5 minutes. Amplified PCR products were cloned into pCR Blunt II TOPO (Life Sciences, Carlsbad, Calif.) and confirmed by sequencing (GeneWiz, La Jolla, Calif.).

The primers used for PCR were:

5′ (native gene) (SEQ ID NO: 149) ACTAGTATGGCTAAGGAATATTTCCCACAAATTCAAAAG 3′ (native gene) (SEQ ID NO: 150) CTCGAGCTACTATTGGTACATGGCAACAATAGC 3′ (native gene plus His tag) (SEQ ID NO: 151) CTCGAGCTACTAATGATGATGATGATGATGTTGGTACATGGCAACAATA GCTTCG 5′ (hot rod gene) (SEQ ID NO: 152) ACTAGTATGGCTAAAGAATATTTTCCACAAATTCAG 3′ (hot rod gene) (SEQ ID NO: 153) CTCGAGTTATTGATACATAGCTACTATAGCCTC 3′ (hot rod gene plus His tag) (SEQ ID NO: 154) CTCGAGTTAATGATGATGATGATGATGTTGATACATAGCTACTATAGCC TCATTGTTTAC

The genes encoding the native and HR versions of xylose isomerase were separately inserted into the vector p426GDP (ATCC catalog number 87361).

Saccharomyces cerevisiae strain BY4742 cells (ATCC catalog number 201389) were cultured in YPD media (10 g Yeast Extract, 20 g Bacto-Peptone, 20 g Glucose, 1 L total) at about 30° C. Separate aliquots of the cells were transformed with the plasmid constructs containing the various xylose isomerase constructs or with the vector alone. Transformation was accomplished using the Zymo kit (Catalog number T2001; Zymo Research Corp., Orange, Calif. 92867) using about 1 μg plasmid DNA and cultured on SC media (set forth below) containing glucose but no uracil (20 g glucose; 2.21 g SC dry mix, 6.7 g Yeast Nitrogen Base, 1 L total) for 2-3 days at about 30° C.

Synthetic Complete Medium mix (minus uracil) contained:

0.4 g Adenine hemisulfate 3.5 g Arginine   1 g Glutamic Acid 0.433 g  Histidine 0.4 g Myo-Inositol 5.2 g Isoleucine 2.63 g  Leucine 0.9 g Lysine 1.5 g Methionine 0.8 g Phenylalanine 1.1 g Serine 1.2 g Threonine 0.8 g Tryptophan 0.2 g Tyrosine 1.2 g Valine

For expression and activity analysis, transformed cells containing the various xylose isomerase constructs were selected from the cultures and grown in about 100 ml of SC-Dextrose (minus uracil) to an OD₆₀₀ of about 4.0. The S. cerevisiae cultures that were transformed with the various xylose isomerase-histidine constructs were then lysed using YPER-Plus reagent (Thermo Scientific, catalog number 78999) according to the manufacturer's directions. Protein quantitation of the lysates was performed using the Coomassie-Plus kit (Thermo Scientific, catalog number 23236) as directed by the manufacturer. Denaturing and native Western blot analyses were then conducted. To detect his-tagged xylose isomerase polypeptides Western analysis was employed. Gels were transferred onto a nitrocellulose membrane (0.45 micron, Thermo Scientific, San Diego, Calif.) using Western blotting filter paper (Thermo Scientific) using a Bio-Rad Mini Trans-Blot Cell (BioRad, Hercules, Calif.) system for approximately 90 minutes at 40V. Following transfer, the membrane was washed in 1×PBS (EMD, San Diego, Calif.), 0.05% Tween-20 (Fisher Scientific, Fairlawn, N.J.) for 2-5 minutes with gentle shaking. The membrane was blocked in 3% BSA dissolved in 1×PBS and 0.05% Tween-20 at room temperature for about 2 hours with gentle shaking. The membrane was washed once in 1×PBS and 0.05% Tween-20 for about 5 minutes with gentle shaking. The membrane was then incubated at room temperature with the 1:5000 dilution of primary antibody (Ms mAB to 6×His Tag (SEQ ID NO: 138), AbCam, Cambridge, Mass.) in 0.3% BSA (Fraction V, EMD, San Diego, Calif.) dissolved in 1×PBS and 0.05% Tween-20 with gentle shaking. Incubation was allowed to proceed for about 1 hour with gentle shaking. The membrane was then washed three times for 5 minutes each with 1×PBS and 0.05% Tween-20 with gentle shaking. The secondary antibody [Dnk pAb to Ms IgG (HRP), AbCam, Cambridge, Mass.] was used at 1:15000 dilution in 0.3% BSA and allowed to incubate for about 90 minutes at room temperature with gentle shaking. The membrane was washed three times for about 5 minutes using 1×PBS and 0.05% Tween-20 with gentle shaking. The membrane was then incubated with 5 ml of Supersignal West Pico Chemiluminescent substrate (Thermo Scientific, San Diego, Calif.) for 1 minute and then was exposed to a phosphorimager (Bio-Rad Universal Hood II, Bio-Rad, Hercules, Calif.) for about 10-100 seconds. The results are shown in FIG. 7. As can be seen, both Piromyces (“P” in FIG. 7) and Ruminococcus (“R” in FIG. 7) xylose isomerases are expressed in both the soluble and insoluble fractions of the yeast cells.

To measure activity of the various xylose isomerase constructs, assays were performed according to Kuyper et al. (FEMS Yeast Res., 4:69 [2003]). About 20 μg of soluble whole cell extract was incubated in the presence of 100 mM Tris, pH 7.5, 10 mM MgCl₂, 0.15 mM NADH (Sigma, St. Louis, Mo.), and about 2 U sorbitol dehydrogenase (Roche) at about 30° C. To start the reaction, about 100 μl of xylose was added at various final concentrations of 40-500 mM. A Beckman DU-800 was utilized with an Enzyme Mechanism software package (Beckman Coulter, Inc.), and the change in the A₃₄₀ was monitored for 2-3 minutes.

Example 5 Preparation of Selective Growth Yeast

The yeast gene cdc21 encodes thymidylate synthase, which is required for de novo synthesis of pyrimidine deoxyribonucleotides. A cdc 21 mutant, strain 17206, (ATCC accession number 208583) has a point mutation G139S relative to the initiating methionine. The restrictive temperature of this temperature sensitive mutant is 37° C., which arrests cell division at S phase, so that little or no cell growth and division occurs at or above this temperature.

Saccharomyces cerevisiae strain YGR420CBY4742ΔPFK2 was used as the starting cell line to create the cdc21 growth sensitive mutant. A construct for homologous recombination was prepared to replace the wild type thymidylate synthase YGR420CBY4742ΔPFK2 for the cdc21 mutant. This construct was made in various steps. First, the cdc21 mutant region from Saccharomyces cerevisiae strain 17206 was PCR amplified using the following primers:

CDC21_fwd: (SEQ ID NO: 155) 5′-aatcgatcaaagcttctaaatacaagacgtgcgatgacgactata ctggac-3′ CDC21_rev: (SEQ ID NO: 156) 5′-taccgtactacccgggtatatagtctttttgccctggtgttccttaa taatttc-3′

For this PCR amplification reaction Saccharomyces cerevisiae 17206 genomic DNA was used. The genomic DNA was extracted using Zymo research YeaStar Genomic DNA kit according to instructions. In the PCR amplification reaction 100 ng of 17206 genomic DNA, 1 μM of the oligonucleotide primer set listed above, 2.5 U of PfuUltra High-Fidelity DNA polymerase (Stratagene), 300 μM dNTPs (Roche), and 1×PfuUltra reaction buffer was mixed in a final reaction volume of 50 μl. Using a BIORAD DNA Engine Tetrad 2 Peltier thermal cycler the following cycle conditions were used: 5 min denaturation step at 95° C., followed by 30 cycles of 20 sec at 95° C., 20 sec at 50° C., and 1 min at 72° C., and a final step of 5 min at 72° C. This PCR product was digested with HindIII and XmaI restriction endonucleases and cloned in the HindIII and XmaI sites of PUC19 (NEB) according to standard cloning procedures described by Maniatis in Molecular Cloning.

The genomic DNA of BR214-4a (ATTC accession number 208600) was extracted using Zymo research YeaStar Genomic DNA kit according to instructions. The lys2 gene with promoter and terminator regions was PCR amplified from BR214-4a genomic DNA using the following primers:

Lys2Fwd: (SEQ ID NO: 157) 5′-tgctaatgacccgggaattccacttgcaattacataaaaaattc cggcgg-3′ Lys2Rev: (SEQ ID NO: 158) 5′-atgatcattgagctcagcttcgcaagtattcattttagacccatg gtgg-3′.

The PCR cycle was identical to that just described above but with genomic DNA of BR214-4a instead. XmaI and SacI restriction sites were designed to flank this DNA construct to clone it into the XmaI and SacI sites of the PUC19-cdc21 vector according to standard cloning procedures described by Maniatis in Molecular Cloning. The new construct with the cdc21 mutation with a lys2 directly downstream of that will be referred to as PUC19-cdc21-lys2.

The final step involved the cloning of the downstream region of thymidylate synthase into the PUC19-cdc21-lys2 vector immediately downstream of the lys2 gene. The downstream region of the thymidylate synthase was amplified from BY4742 genomic DNA (ATCC accession number 201389D-5 using the following primers:

ThymidylateSynthase_DownFwd: (SEQ ID NO: 159) 5′-tgctaatgagagctctcattttttggtgcgatatgtttttggttga tg-3′ and ThymidylateSynthatse_DownRev: (SEQ ID NO: 160) 5′-aatgatcatgagctcgtcaacaagaactaaaaaattgttcaaaaat gc-3′.

This final construct is referred as PUC19-cdc21-lys2-ThymidylateSynthase_down. The sequence is set forth in the tables. A final PCR amplification reaction of this construct was performed using the following PCR primers:

ThymidylateSynthase::cdc21 fwd: (SEQ ID NO: 161) 5′-ctaaatacaagacgtgcgatgacgactatactgg-3′ and ThymidylateSynthase::cdc21 rev: (SEQ ID NO: 162) 5′-gtcaacaagaactaaaaaattgttcaaaaatgcaattgtc-3′.

The PCR reaction was identical to that described above but using 100 ng of the PUC19-cdc2′-lys2-ThymidylateSynthase_down construct as a template.

The final PCR product was separated by agarose gel electrophoresis, excised, and purified using MP Biomedicals Geneclean II kit as recommended. Homologous recombination of YGR420CBY4742ΔPFK2 to replace the wt thymidylate synthase for the cdc21 mutant was accomplished using 10 μg of the purified PCR product to transform YGR420CBY4742ΔPFK2 strain using same transformation protocol described above. Transformants were selected by culturing the cells on selective media containing SC-Ethanol (0.67% yeast nitrogen base-2% ethanol) containing complete amino acids minus lysine.

The genome of this final engineered strain contains the mutated cdc21 gene, and has both the PFK1 and PFK2 genes deleted. This final engineered strain will be transformed with the best combination of edd-p426 GPD and eda -p425 GPD variant constructs. Ethanol and glucose measurements will be monitored during aerobic and anaerobic growth conditions using Roche ethanol and glucose kits according to instructions.

Example 6 Examples of Polynucleotide Regulators

Provided in the tables hereafter are non-limiting examples of regulator polynucleotides that can be utilized in embodiments herein. Such polynucleotides may be utilized in native form or may be modified for use herein. Examples of regulatory polynucleotides include those that are regulated by oxygen levels in a system (e.g., up-regulated or down-regulated by relatively high oxygen levels or relatively low oxygen levels)

Regulated Yeast Promoters—Up-Regulated by Oxygen

Relative Relative mRNA mRNA Gene level level ORF name name (Aerobic) (Anaerobic) Ratio YPL275W 4389 30 219.5 YPL276W 2368 30 118.4 YDR256C CTA1 2076 30 103.8 YHR096C HXT5 1846 30 72.4 YDL218W 1189 30 59.4 YCR010C 1489 30 48.8 YOR161C 599 30 29.9 YPL200W 589 30 29.5 YGR110W 1497 30 27 YNL237W YTP1 505 30 25.2 YBR116C 458 30 22.9 YOR348C PUT4 451 30 22.6 YBR117C TKL2 418 30 20.9 YLL052C 635 30 20 YNL195C 1578 30 19.4 YPR193C 697 30 15.7 YDL222C 301 30 15 YNL335W 294 30 14.6 YPL036W PMA2 487 30 12.8 YML122C 206 30 10.3 YGR067C 236 30 10.2 YPR192W 204 30 10.2 YNL014W 828 30 9.8 YFL061W 256 30 9.1 YNR056C 163 30 8.1 YOR186W 153 30 7.6 YDR222W 196 30 6.5 YOR338W 240 30 6.3 YPR200C 113 30 5.7 YMR018W 778 30 5.2 YOR364W 123 30 5.1 YNL234W 93 30 4.7 YNR064C 85 30 4.2 YGR213C RTA1 104 30 4 YCL064C CHA1 80 30 4 YOL154W 302 30 3.9 YPR150W 79 30 3.9 YPR196W MAL63 30 30 3.6 YDR420W HKR1 221 30 3.5 YJL216C 115 30 3.5 YNL270C ALP1 67 30 3.3 YHL016C DUR3 224 30 3.2 YOL131W 230 30 3 YOR077W RTS2 210 30 3 YDR536W STL1 55 30 2.7 YNL150W 78 30 2.6 YHR212C 149 30 2.4 YJL108C 106 30 2.4 YGR069W 49 30 2.4 YDR106W 60 30 2.3 YNR034W SOL1 197 30 2.2 YEL073C 104 30 2.1 YOL141W 81 30 1.8

Regulated Yeast Promoters—Down-regulated by Oxygen

Relative mRNA Relative Gene level mRNA level ORF name name (Aerobic) (Anaerobic) Ratio YJR047C ANB1 30 4901 231.1 YMR319C FET4 30 1159 58 YPR194C 30 982 49.1 YIR019C STA1 30 981 22.8 YHL042W 30 608 12 YHR210C 30 552 27.6 YHR079B SAE3 30 401 2.7 YGL162W STO1 30 371 9.6 YHL044W 30 334 16.7 YOL015W 30 320 6.1 YCLX07W 30 292 4.2 YIL013C PDR11 30 266 10.6 YDR046C 30 263 13.2 YBR040W FIG1 30 257 12.8 YLR040C 30 234 2.9 YOR255W 30 231 11.6 YOL014W 30 229 11.4 YAR028W 30 212 7.5 YER089C 30 201 6.2 YFL012W 30 193 9.7 YDR539W 30 187 3.4 YHL043W 30 179 8.9 YJR162C 30 173 6 YMR165C SMP2 30 147 3.5 YER106W 30 145 7.3 YDR541C 30 140 7 YCRX07W 30 138 3.3 YHR048W 30 137 6.9 YCL021W 30 136 6.8 YOL160W 30 136 6.8 YCRX08W 30 132 6.6 YMR057C 30 109 5.5 YDR540C 30 83 4.2 YOR378W 30 78 3.9 YBR085W AAC3 45 1281 28.3 YER188W 47 746 15.8 YLL065W GIN11 50 175 3.5 YDL241W 58 645 11.1 YBR238C 59 274 4.6 YCR048W ARE1 60 527 8.7 YOL165C 60 306 5.1 YNR075W 60 251 4.2 YJL213W 60 250 4.2 YPL265W DIP5 61 772 12.7 YDL093W PMT5 62 353 5.7 YKR034W DAL80 63 345 5.4 YKR053C 66 1268 19.3 YJR147W 68 281 4.1 Known and putative DNA Binding Motifs

Regulator Known Consensus Motif Abf1 TCRNNNNNNACG (SEQ ID NO: 532) Cbf1 RTCACRTG Gal4 CGGNNNNNNNNNNNCCG (SEQ ID NO: 533) Gcn4 TGACTCA Gcr1 CTTCC Hap2 CCAATNA Hap3 CCAATNA Hap4 CCAATNA Hsf1 GAANNTTCNNGAA (SEQ ID NO: 534) Ino2 ATGTGAAA Mata(A1) TGATGTANNT (SEQ ID NO: 535) Mcm1 CCNNNWWRGG (SEQ ID NO: 536) Mig1 WWWWSYGGGG (SEQ ID NO: 537) Pho4 CACGTG Rap1 RMACCCANNCAYY (SEQ ID NO: 538) Reb1 CGGGTRR Ste12 TGAAACA Swi4 CACGAAA Swi6 CACGAAA Yap1 TTACTAA Putative DNA Binding Motifs Best Motif (scored by E- Best Motif (scored by Regulator value) Hypergeometric) Abf1 TYCGT--R-ARTGAYA (SEQ TYCGT--R-ARTGAYA (SEQ ID ID NO: 539) NO: 539) Ace2 RRRAARARAA-A-RARAA GTGTGTGTGTGTGTG (SEQ (SEQ ID NO: 540) ID NO: 541) Adr1 A-AG-GAGAGAG-GGCAG YTSTYSTT-TTGYTWTT (SEQ (SEQ ID NO: 542) ID NO: 543) Arg80 T--CCW-TTTKTTTC (SEQ ID GCATGACCATCCACG (SEQ NO: 544) ID NO: 545) Arg81 AAAAARARAAAARMA (SEQ GSGAYARMGGAMAAAAA ID NO: 546) (SEQ ID NO: 547) Aro80 YKYTYTTYTT----KY (SEQ ID TRCCGAGRYW-SSSGCGS NO: 548) (SEQ ID NO: 549) Ash1 CGTCCGGCGC (SEQ ID NO: CGTCCGGCGC (SEQ ID NO: 550) 550) Azf1 GAAAAAGMAAAAAAA (SEQ AARWTSGARG-A--CSAA ID NO: 551) (SEQ ID NO: 552) Bas1 TTTTYYTTYTTKY-TY-T CS-CCAATGK--CS (SEQ ID (SEQ ID NO: 553) NO: 554) Cad1 CATKYTTTTTTKYTY (SEQ GCT-ACTAAT (SEQ ID NO: ID NO: 555) 556) Cbf1 CACGTGACYA (SEQ ID NO: CACGTGACYA (SEQ ID NO: 557) 557) Cha4 CA---ACACASA-A (SEQ ID CAYAMRTGY-C (SEQ ID NO: NO: 558) 559) Cin5 none none Crz1 GG-A-A--AR-ARGGC-(SEQ TSGYGRGASA (SEQ ID NO: ID NO: 560) 561) Cup9 TTTKYTKTTY-YTTTKTY K-C-C---SCGCTACKGC (SEQ (SEQ ID NO: 562) ID NO: 563) Dal81 WTTKTTTTTYTTTTT-T (SEQ SR-GGCMCGGC-SSG (SEQ ID NO: 564) ID NO: 565) Dal82 TTKTTTTYTTC (SEQ ID NO: TACYACA-CACAWGA (SEQ 566) ID NO: 567) Dig1 AAA--RAA-GARRAA-AR CCYTG-AYTTCW-CTTC (SEQ (SEQ ID NO: 568) ID NO: 569) Dot6 GTGMAK-MGRA-G-G (SEQ GTGMAK-MGRA-G-G (SEQ ID ID NO: 570) NO: 570) Fhl1 -TTWACAYCCRTACAY-Y -TTWACAYCCRTACAY-Y (SEQ ID NO: 571) (SEQ ID NO: 571) Fkh1 TTT-CTTTKYTT-YTTTT AAW-RTAAAYARG (SEQ ID (SEQ ID NO: 572) NO: 573) Fkh2 AAARA-RAAA-AAAR-AA GG-AAWA-GTAAACAA (SEQ (SEQ ID NO: 574) ID NO: 575) Fzf1 CACACACACACACACAC SASTKCWCTCKTCGT (SEQ (SEQ ID NO: 576) ID NO: 577) Gal4 TTGCTTGAACGSATGCCA TTGCTTGAACGSATGCCA (SEQ ID NO: 578) (SEQ ID NO: 578) Gal4 (Gal) YCTTTTTTTTYTTYYKG CGGM---CW-Y--CCCG (SEQ (SEQ ID NO: 579) ID NO: 580) Gat1 none none Gat3 RRSCCGMCGMGRCGCGCS RGARGTSACGCAKRTTCT (SEQ ID NO: 581) (SEQ ID NO: 582) Gcn4 AAA-ARAR-RAAAARRAR TGAGTCAY (SEQ ID NO: 583) Gcr1 GGAAGCTGAAACGYMWRR GGAAGCTGAAACGYMWRR (SEQ ID NO: 584) (SEQ ID NO: 584) Gcr2 GGAGAGGCATGATGGGGG AGGTGATGGAGTGCTCAG (SEQ ID NO: 585) (SEQ ID NO: 586) Gln3 CT-CCTTTCT (SEQ ID NO: GKCTRR-RGGAGA-GM (SEQ 587) ID NO: 588) Grf10 GAAARRAAAAAAMRMARA -GGGSG-T-SYGT-CGA (SEQ (SEQ ID NO: 589) ID NO: 590) Gts1 G-GCCRS--TM (SEQ ID NO: AG-AWGTTTTTGWCAAMA 591) (SEQ ID NO: 592) Haa1 none none Hal9 TTTTTTYTTTTY-KTTTT KCKSGCAGGCWTTKYTCT (SEQ ID NO: 593) (SEQ ID NO: 594) Hap2 YTTCTTTTYT-Y-C-KT-(SEQ G-CCSART-GC (SEQ ID NO: ID NO: 595) 596) Hap3 T-SYKCTTTTCYTTY (SEQ ID SGCGMGGG--CC-GACCG NO: 597) (SEQ ID NO: 598) Hap4 STT-YTTTY-TTYTYYYY YCT-ATTSG-C-GS (SEQ ID (SEQ ID NO: 599) NO: 600) Hap5 YK-TTTWYYTC (SEQ ID NO: T-TTSMTT-YTTTCCK-C (SEQ 601) ID NO: 602) Hir1 AAAA-A-AARAR-AG (SEQ ID CCACKTKSGSCCT-S (SEQ ID NO: 603) NO: 604) Hir2 WAAAAAAGAAAA-AAAAR CRSGCYWGKGC (SEQ ID (SEQ ID NO: 605) NO: 606) Hms1 AAA-GG-ARAM (SEQ ID NO: -AARAAGC-GGGCAC-C (SEQ 607) ID NO: 608) Hsf1 TYTTCYAGAA--TTCY (SEQ TYTTCYAGAA--TTCY (SEQ ID ID NO: 609) NO: 609) Ime4 CACACACACACACACACA CACACACACACACACACA (SEQ ID NO: 610) (SEQ ID NO: 610) Ino2 TTTYCACATGC (SEQ ID SCKKCGCKSTSSTTYAA NO: 611) (SEQ ID NO: 612) Ino4 G--GCATGTGAAAA (SEQ ID G--GCATGTGAAAA (SEQ ID NO: 613) NO: 613) Ixr1 GAAAA-AAAAAAAARA-A CTTTTTTTYYTSGCC (SEQ ID (SEQ ID NO: 614) NO: 615) Leu3 GAAAAARAARAA-AA (SEQ GCCGGTMMCGSYC--(SEQ ID NO: 616) ID NO: 617) Mac1 YTTKT--TTTTTYTYTTT A--TTTTTYTTKYGC (SEQ ID (SEQ ID NO: 618) NO: 619) Mal13 GCAG-GCAGG (SEQ ID NO: AAAC-TTTATA-ATACA (SEQ 620) ID NO: 621) Mal33 none none Mata1 GCCC-C CAAT-TCT-CK (SEQ ID NO: 622) Mbp1 TTTYTYKTTT-YYTTTTT G-RR-A-ACGCGT-R (SEQ ID (SEQ ID NO: 623) NO: 624) Mcm1 TTTCC-AAW-RGGAAA (SEQ TTTCC-AAW-RGGAAA (SEQ ID NO: 625) ID NO: 625) Met31 YTTYYTTYTTTTYTYTTC (SEQ ID NO: 626) Met4 MTTTTTYTYTYTTC (SEQ ID NO: 627) Mig1 TATACA-AGMKRTATATG (SEQ ID NO: 628) Mot3 TMTTT-TY-CTT-TTTWK (SEQ ID NO: 629) Msn1 KT--TTWTTATTCC-C (SEQ ID NO: 630) Msn2 ACCACC Msn4 R--AAAA-RA-AARAAAT (SEQ ID NO: 631) Mss11 TTTTTTTTCWCTTTKYC (SEQ ID NO: 632) Ndd1 TTTY-YTKTTTY-YTTYT (SEQ ID NO: 633) Nrg1 TTY--TTYTT-YTTTYYY (SEQ ID NO: 634) Pdr1 T-YGTGKRYGT-YG (SEQ ID NO: 635) Phd1 TTYYYTTTTTYTTTTYTT (SEQ ID NO: 636) Pho4 GAMAAAAAARAAAAR (SEQ ID NO: 637) Put3 CYCGGGAAGCSAMM-CCG (SEQ ID NO: 638) Rap1 GRTGYAYGGRTGY (SEQ ID NO: 639) Rcs1 KMAARAAAAARAAR (SEQ ID NO: 640) Reb1 RTTACCCGS Rfx1 AYGRAAAARARAAAARAA (SEQ ID NO: 641) Rgm1 GGAKSCC-TTTY-GMRTA (SEQ ID NO: 642) Rgt1 CCCTCC Rim101 GCGCCGC Rlm1 TTTTC-KTTTYTTTTTC (SEQ ID NO: 643) Rme1 ARAAGMAGAAARRAA (SEQ ID NO: 644) Rox1 YTTTTCTTTTY-TTTTT (SEQ ID NO: 645) Rph1 ARRARAAAGG-(SEQ ID NO: 646) Rtg1 YST-YK-TYTT-CTCCCM (SEQ ID NO: 647) Rtg3 GARA-AAAAR-RAARAAA (SEQ ID NO: 648) Sfl1 CY--GGSSA-C (SEQ ID NO: 649) Sfp1 CACACACACACACAYA (SEQ ID NO: 650) Sip4 CTTYTWTTKTTKTSA (SEQ ID NO: 651) Skn7 YTTYYYTYTTTYTYYTTT (SEQ ID NO: 652) Sko1 none Smp1 AMAAAAARAARWARA-AA (SEQ ID NO: 653) Sok2 ARAAAARRAAAAAG-RAA (SEQ ID NO: 654) Stb1 RAARAAAAARCMRSRAAA (SEQ ID NO: 655) Ste12 TTYTKTYTY-TYYKTTTY (SEQ ID NO: 656) Stp1 GAAAAMAA-AAAAA-AAA (SEQ ID NO: 657) Stp2 YAA-ARAARAAAAA-AAM (SEQ ID NO: 658) Sum1 TY-TTTTTTYTTTTT-TK (SEQ ID NO: 659) Swi4 RAARAARAAA-AA-R-AA (SEQ ID NO: 660) Swi5 CACACACACACACACACA (SEQ ID NO: 610) Swi6 RAARRRAAAAA-AAAMAA (SEQ ID NO: 661) Thi2 GCCAGACCTAC (SEQ ID NO: 662) Uga3 GG-GGCT Yap1 TTYTTYTTYTTTY-YTYT (SEQ ID NO: 663) Yap3 none Yap5 YKSGCGCGYCKCGKCGGS (SEQ ID NO: 664) Yap6 TTTTYYTTTTYYYYKTT (SEQ ID NO: 665) Yap7 none Yfl044c TTCTTKTYYTTTT (SEQ ID NO: 666) Yjl206c TTYTTTTYTYYTTTYTTT (SEQ ID NO: 667) Zap1 TTGCTTGAACGGATGCCA (SEQ ID NO: 668) Zms1 MG-MCAAAAATAAAAS (SEQ ID NO: 669)

Transcriptional Repressors

Associated Gene(s) Description(s) WHI5 Repressor of G1 transcription that binds to SCB binding factor (SBF) at SCB target promoters in early G1; phosphorylation of Whi5p by the CDK, Cln3p/Cdc28p relieves repression and promoter binding by Whi5; periodically expressed in G1 TUP1 General repressor of transcription, forms complex with Cyc8p, involved in the establishment of repressive chromatin structure through interactions with histones H3 and H4, appears to enhance expression of some genes ROX1 Heme-dependent repressor of hypoxic genes; contains an HMG domain that is responsible for DNA bending activity SFL1 Transcriptional repressor and activator; involved in repression of flocculation-related genes, and activation of stress responsive genes; negatively regulated by cAMP-dependent protein kinase A subunit Tpk2p RIM101 Transcriptional repressor involved in response to pH and in cell wall construction; required for alkaline pH-stimulated haploid invasive growth and sporulation; activated by proteolytic processing; similar to A. nidulans PacC RDR1 Transcriptional repressor involved in the control of multidrug resistance; negatively regulates expression of the PDR5 gene; member of the Gal4p family of zinc cluster proteins SUM1 Transcriptional repressor required for mitotic repression of middle sporulation-specific genes; also acts as general replication initiation factor; involved in telomere maintenance, chromatin silencing; regulated by pachytene checkpoint XBP1 Transcriptional repressor that binds to promoter sequences of the cyclin genes, CYS3, and SMF2; expression is induced by stress or starvation during mitosis, and late in meiosis; member of the Swi4p/Mbp1p family; potential Cdc28p substrate NRG2 Transcriptional repressor that mediates glucose repression and negatively regulates filamentous growth; has similarity to Nrg1p NRG1 Transcriptional repressor that recruits the Cyc8p-Tup1p complex to promoters; mediates glucose repression and negatively regulates a variety of processes including filamentous growth and alkaline pH response CUP9 Homeodomain-containing transcriptional repressor of PTR2, which encodes a major peptide transporter; imported peptides activate ubiquitin-dependent proteolysis, resulting in degradation of Cup9p and de-repression of PTR2 transcription YOX1 Homeodomain-containing transcriptional repressor, binds to Mcm1p and to early cell cycle boxes (ECBs) in the promoters of cell cycle- regulated genes expressed in M/G1 phase; expression is cell cycle- regulated; potential Cdc28p substrate RFX1 Major transcriptional repressor of DNA-damage-regulated genes, recruits repressors Tup1p and Cyc8p to their promoters; involved in DNA damage and replication checkpoint pathway; similar to a family of mammalian DNA binding RFX1-4 proteins MIG3 Probable transcriptional repressor involved in response to toxic agents such as hydroxyurea that inhibit ribonucleotide reductase; phosphorylation by Snf1p or the Mec1p pathway inactivates Mig3p, allowing induction of damage response genes RGM1 Putative transcriptional repressor with proline-rich zinc fingers; overproduction impairs cell growth YHP1 One of two homeobox transcriptional repressors (see also Yox1p), that bind to Mcm1p and to early cell cycle box (ECB) elements of cell cycle regulated genes, thereby restricting ECB-mediated transcription to the M/G1 interval HOS4 Subunit of the Set3 complex, which is a meiotic-specific repressor of sporulation specific genes that contains deacetylase activity; potential Cdc28p substrate CAF20 Phosphoprotein of the mRNA cap-binding complex involved in translational control, repressor of cap-dependent translation initiation, competes with eIF4G for binding to eIF4E SAP1 Putative ATPase of the AAA family, interacts with the Sin1p transcriptional repressor in the two-hybrid system SET3 Defining member of the SET3 histone deacetylase complex which is a meiosis-specific repressor of sporulation genes; necessary for efficient transcription by RNAPII; one of two yeast proteins that contains both SET and PHD domains RPH1 JmjC domain-containing histone demethylase which can specifically demethylate H3K36 tri- and dimethyl modification states; transcriptional repressor of PHR1; Roh1p phosphorylation during DNA damage is under control of the MEC1-RAD53 pathway YMR181C Protein of unknown function; mRNA transcribed as part of a bicistronic transcript with a predicted transcriptional repressor RGM1/YMR182C; mRNA is destroyed by nonsense-mediated decay (NMD); YMR181C is not an essential gene YLR345W Similar to 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase enzymes responsible for the metabolism of fructoso-2,6- bisphosphate; mRNA expression is repressed by the Rfx1p-Tup1p- Ssn6p repressor complex; YLR345W is not an essential gene MCM1 Transcription factor involved in cell-type-specific transcription and pheromone response; plays a central role in the formation of both repressor and activator complexes PHR1 DNA photolyase involved in photoreactivation, repairs pyrimidine dimers in the presence of visible light; induced by DNA damage; regulated by transcriptional repressor Rph1p HOS2 Histone deacetylase required for gene activation via specific deacetylation of lysines in H3 and H4 histone tails; subunit of the Set3 complex, a meiotic-specific repressor of sporulation specific genes that contains deacetylase activity RGT1 Glucose-responsive transcription factor that regulates expression of several glucose transporter (HXT) genes in response to glucose; binds to promoters and acts both as a transcriptional activator and repressor SRB7 Subunit of the RNA polymerase II mediator complex; associates with core polymerase subunits to form the RNA polymerase II holoenzyme; essential for transcriptional regulation; target of the global repressor Tup1p GAL11 Subunit of the RNA polymerase II mediator complex; associates with core polymerase subunits to form the RNA polymerase II holoenzyme; affects transcription by acting as target of activators and repressors

Transcriptional Activators

Associated Gene(s) Description(s) SKT5 Activator of Chs3p (chitin synthase III), recruits Chs3p to the bud neck via interaction with Bni4p; has similarity to Shc1p, which activates Chs3p during sporulation MSA1 Activator of G1-specific transcription factors, MBF and SBF, that regulates both the timing of G1-specific gene transcription, and cell cycle initiation; potential Cdc28p substrate AMA1 Activator of meiotic anaphase promoting complex (APC/C); Cdc20p family member; required for initiation of spore wall assembly; required for Clb1p degradation during meiosis STB5 Activator of multidrug resistance genes, forms a heterodimer with Pdr1p; contains a Zn(II)2Cys6 zinc finger domain that interacts with a PDRE (pleotropic drug resistance element) in vitro; binds Sin3p in a two-hybrid assay RRD2 Activator of the phosphotyrosyl phosphatase activity of PP2A, peptidyl- prolyl cis/trans-isomerase; regulates G1 phase progression, the osmoresponse, microtubule dynamics; subunit of the Tap42p-Pph21p- Rrd2p complex BLM10 Proteasome activator subunit; found in association with core particles, with and without the 19S regulatory particle; required for resistance to bleomycin, may be involved in protecting against oxidative damage; similar to mammalian PA200 SHC1 Sporulation-specific activator of Chs3p (chitin synthase III), required for the synthesis of the chitosan layer of ascospores; has similarity to Skt5p, which activates Chs3p during vegetative growth; transcriptionally induced at alkaline pH NDD1 Transcriptional activator essential for nuclear division; localized to the nucleus; essential component of the mechanism that activates the expression of a set of late-S-phase-specific genes IMP2′ Transcriptional activator involved in maintenance of ion homeostasis and protection against DNA damage caused by bleomycin and other oxidants, contains a C-terminal leucine-rich repeat LYS14 Transcriptional activator involved in regulation of genes of the lysine biosynthesis pathway; requires 2-aminoadipate semialdehyde as co- inducer MSN1 Transcriptional activator involved in regulation of invertase and glucoamylase expression, invasive growth and pseudohyphal differentiation, iron uptake, chromium accumulation, and response to osmotic stress; localizes to the nucleus HAA1 Transcriptional activator involved in the transcription of TPO2, YRO2, and other genes putatively encoding membrane stress proteins; involved in adaptation to weak acid stress UGA3 Transcriptional activator necessary for gamma-aminobutyrate (GABA)- dependent induction of GABA genes (such as UGA1, UGA2, UGA4); zinc-finger transcription factor of the Zn(2)-Cys(6) binuclear cluster domain type; localized to the nucleus GCR1 Transcriptional activator of genes involved in glycolysis; DNA-binding protein that interacts and functions with the transcriptional activator Gcr2p GCR2 Transcriptional activator of genes involved in glycolysis; interacts and functions with the DNA-binding protein Gcr1p GAT1 Transcriptional activator of genes involved in nitrogen catabolite repression; contains a GATA-1-type zinc finger DNA-binding motif; activity and localization regulated by nitrogen limitation and Ure2p GLN3 Transcriptional activator of genes regulated by nitrogen catabolite repression (NCR), localization and activity regulated by quality of nitrogen source PUT3 Transcriptional activator of proline utilization genes, constitutively binds PUT1 and PUT2 promoter sequences and undergoes a conformational change to form the active state; has a Zn(2)-Cys(6) binuclear cluster domain ARR1 Transcriptional activator of the basic leucine zipper (bZIP) family, required for transcription of genes involved in resistance to arsenic compounds PDR3 Transcriptional activator of the pleiotropic drug resistance network, regulates expression of ATP-binding cassette (ABC) transporters through binding to cis-acting sites known as PDREs (PDR responsive elements) MSN4 Transcriptional activator related to Msn2p; activated in stress conditions, which results in translocation from the cytoplasm to the nucleus; binds DNA at stress response elements of responsive genes, inducing gene expression MSN2 Transcriptional activator related to Msn4p; activated in stress conditions, which results in translocation from the cytoplasm to the nucleus; binds DNA at stress response elements of responsive genes, inducing gene expression PHD1 Transcriptional activator that enhances pseudohyphal growth; regulates expression of FLO11, an adhesin required for pseudohyphal filament formation; similar to StuA, an A. nidulans developmental regulator; potential Cdc28p substrate FHL1 Transcriptional activator with similarity to DNA-binding domain of Drosophila forkhead but unable to bind DNA in vitro; required for rRNA processing; isolated as a suppressor of splicing factor prp4 VHR1 Transcriptional activator, required for the vitamin H-responsive element (VHRE) mediated induction of VHT1 (Vitamin H transporter) and BIO5 (biotin biosynthesis intermediate transporter) in response to low biotin concentrations CDC20 Cell-cycle regulated activator of anaphase-promoting complex/cyclosome (APC/C), which is required for metaphase/anaphase transition; directs ubiquitination of mitotic cyclins, Pds1p, and other anaphase inhibitors; potential Cdc28p substrate CDH1 Cell-cycle regulated activator of the anaphase-promoting complex/cyclosome (APC/C), which directs ubiquitination of cyclins resulting in mitotic exit; targets the APC/C to specific substrates including Cdc20p, Ase1p, Cin8p and Fin1p AFT2 Iron-regulated transcriptional activator; activates genes involved in intracellular iron use and required for iron homeostasis and resistance to oxidative stress; similar to Aft1p MET4 Leucine-zipper transcriptional activator, responsible for the regulation of the sulfur amino acid pathway, requires different combinations of the auxiliary factors Cbf1p, Met28p, Met31p and Met32p CBS2 Mitochondrial translational activator of the COB mRNA; interacts with translating ribosomes, acts on the COB mRNA 5′-untranslated leader CBS1 Mitochondrial translational activator of the COB mRNA; membrane protein that interacts with translating ribosomes, acts on the COB mRNA 5′-untranslated leader CBP6 Mitochondrial translational activator of the COB mRNA; phosphorylated PET111 Mitochondrial translational activator specific for the COX2 mRNA; located in the mitochondrial inner membrane PET494 Mitochondrial translational activator specific for the COX3 mRNA, acts together with Pet54p and Pet122p; located in the mitochondrial inner membrane PET122 Mitochondrial translational activator specific for the COX3 mRNA, acts together with Pet54p and Pet494p; located in the mitochondrial inner membrane RRD1 Peptidyl-prolyl cis/trans-isomerase, activator of the phosphotyrosyl phosphatase activity of PP2A; involved in G1 phase progression, microtubule dynamics, bud morphogenesis and DNA repair; subunit of the Tap42p-Sit4p-Rrd1p complex YPR196W Putative maltose activator POG1 Putative transcriptional activator that promotes recovery from pheromone induced arrest; inhibits both alpha-factor induced G1 arrest and repression of CLN1 and CLN2 via SCB/MCB promoter elements; potential Cdc28p substrate; SBF regulated MSA2 Putative transcriptional activator, that interacts with G1-specific transcription factor, MBF and G1-specific promoters; ortholog of Msa2p, an MBF and SBF activator that regulates G1-specific transcription and cell cycle initiation PET309 Specific translational activator for the COX1 mRNA, also influences stability of intron-containing COX1 primary transcripts; localizes to the mitochondrial inner membrane; contains seven pentatricopeptide repeats (PPRs) TEA1 Ty1 enhancer activator required for full levels of Ty enhancer-mediated transcription; C6 zinc cluster DNA-binding protein PIP2 Autoregulatory oleate-specific transcriptional activator of peroxisome proliferation, contains Zn(2)-Cys(6) cluster domain, forms heterodimer with Oaf1p, binds oleate response elements (OREs), activates beta- oxidation genes CHA4 DNA binding transcriptional activator, mediates serine/threonine activation of the catabolic L-serine (L-threonine) deaminase (CHA1); Zinc-finger protein with Zn[2]-Cys[6] fungal-type binuclear cluster domain SFL1 Transcriptional repressor and activator; involved in repression of flocculation-related genes, and activation of stress responsive genes; negatively regulated by cAMP-dependent protein kinase A subunit Tpk2p RDS2 Zinc cluster transcriptional activator involved in conferring resistance to ketoconazole CAT8 Zinc cluster transcriptional activator necessary for derepression of a variety of genes under non-fermentative growth conditions, active after diauxic shift, binds carbon source responsive elements ARO80 Zinc finger transcriptional activator of the Zn2Cys6 family; activates transcription of aromatic amino acid catabolic genes in the presence of aromatic amino acids SIP4 C6 zinc cluster transcriptional activator that binds to the carbon source- responsive element (CSRE) of gluconeogenic genes; involved in the positive regulation of gluconeogenesis; regulated by Snf1p protein kinase; localized to the nucleus SPT10 Putative histone acetylase, sequence-specific activator of histone genes, binds specifically and highly cooperatively to pairs of UAS elements in core histone promoters, functions at or near the TATA box MET28 Basic leucine zipper (bZIP) transcriptional activator in the Cbf1p- Met4p-Met28p complex, participates in the regulation of sulfur metabolism GCN4 Basic leucine zipper (bZIP) transcriptional activator of amino acid biosynthetic genes in response to amino acid starvation; expression is tightly regulated at both the transcriptional and translational levels CAD1 AP-1-like basic leucine zipper (bZIP) transcriptional activator involved in stress responses, iron metabolism, and pleiotropic drug resistance; controls a set of genes involved in stabilizing proteins; binds consensus sequence TTACTAA INO2 Component of the heteromeric Ino2p/Ino4p basic helix-loop-helix transcription activator that binds inositol/choline-responsive elements (ICREs), required for derepression of phospholipid biosynthetic genes in response to inositol depletion THI2 Zinc finger protein of the Zn(II)2Cys6 type, probable transcriptional activator of thiamine biosynthetic genes SWI4 DNA binding component of the SBF complex (Swi4p-Swi6p), a transcriptional activator that in concert with MBF (Mbp1-Swi6p) regulates late G1-specific transcription of targets including cyclins and genes required for DNA synthesis and repair HAP5 Subunit of the heme-activated, glucose-repressed Hap2/3/4/5 CCAAT- binding complex, a transcriptional activator and global regulator of respiratory gene expression; required for assembly and DNA binding activity of the complex HAP3 Subunit of the heme-activated, glucose-repressed Hap2p/3p/4p/5p CCAAT-binding complex, a transcriptional activator and global regulator of respiratory gene expression; contains sequences contributing to both complex assembly and DNA binding HAP2 Subunit of the heme-activated, glucose-repressed Hap2p/3p/4p/5p CCAAT-binding complex, a transcriptional activator and global regulator of respiratory gene expression; contains sequences sufficient for both complex assembly and DNA binding HAP4 Subunit of the heme-activated, glucose-repressed Hap2p/3p/4p/5p CCAAT-binding complex, a transcriptional activator and global regulator of respiratory gene expression; provides the principal activation function of the complex YML037C Putative protein of unknown function with some characteristics of a transcriptional activator; may be a target of Dbf2p-Mob1p kinase; GFP- fusion protein co-localizes with clathrin-coated vesicles; YML037C is not an essential gene TRA1 Subunit of SAGA and NuA4 histone acetyltransferase complexes; interacts with acidic activators (e.g., Gal4p) which leads to transcription activation; similar to human TRRAP, which is a cofactor for c-Myc mediated oncogenic transformation YLL054C Putative protein of unknown function with similarity to Pip2p, an oleate- specific transcriptional activator of peroxisome proliferation; YLL054C is not an essential gene RTG2 Sensor of mitochondrial dysfunction; regulates the subcellular location of Rtg1p and Rtg3p, transcriptional activators of the retrograde (RTG) and TOR pathways; Rtg2p is inhibited by the phosphorylated form of Mks1p YBR012C Dubious open reading frame, unlikely to encode a functional protein; expression induced by iron-regulated transcriptional activator Aft2p JEN1 Lactate transporter, required for uptake of lactate and pyruvate; phosphorylated; expression is derepressed by transcriptional activator Cat8p during respiratory growth, and repressed in the presence of glucose, fructose, and mannose MRP1 Mitochondrial ribosomal protein of the small subunit; MRP1 exhibits genetic interactions with PET122, encoding a COX3-specific translational activator, and with PET123, encoding a small subunit mitochondrial ribosomal protein MRP17 Mitochondrial ribosomal protein of the small subunit; MRP17 exhibits genetic interactions with PET122, encoding a COX3-specific translational activator TPI1 Triose phosphate isomerase, abundant glycolytic enzyme; mRNA half- life is regulated by iron availability; transcription is controlled by activators Reb1p, Gcr1p, and Rap1p through binding sites in the 5′ non-coding region PKH3 Protein kinase with similarity to mammalian phosphoinositide- dependent kinase 1 (PDK1) and yeast Pkh1p and Pkh2p, two redundant upstream activators of Pkc1p; identified as a multicopy suppressor of a pkh1 pkh2 double mutant YGL079W Putative protein of unknown function; green fluorescent protein (GFP)- fusion protein localizes to the endosome; identified as a transcriptional activator in a high-throughput yeast one-hybrid assay TFB1 Subunit of TFIIH and nucleotide excision repair factor 3 complexes, required for nucleotide excision repair, target for transcriptional activators PET123 Mitochondrial ribosomal protein of the small subunit; PET123 exhibits genetic interactions with PET122, which encodes a COX3 mRNA- specific translational activator MHR1 Protein involved in homologous recombination in mitochondria and in transcription regulation in nucleus; binds to activation domains of acidic activators; required for recombination-dependent mtDNA partitioning MCM1 Transcription factor involved in cell-type-specific transcription and pheromone response; plays a central role in the formation of both repressor and activator complexes EGD1 Subunit bete1 of the nascent polypeptide-associated complex (NAC) involved in protein targeting, associated with cytoplasmic ribosomes; enhances DNA binding of the Gal4p activator; homolog of human BTF3b STE5 Pheromone-response scaffold protein; binds Ste11p, Ste7p, and Fus3p kinases, forming a MAPK cascade complex that interacts with the plasma membrane and Ste4p-Ste18p; allosteric activator of Fus3p that facilitates Ste7p-mediated activation RGT1 Glucose-responsive transcription factor that regulates expression of several glucose transporter (HXT) genes in response to glucose; binds to promoters and acts both as a transcriptional activator and repressor TYE7 Serine-rich protein that contains a basic-helix-loop-helix (bHLH) DNA binding motif; binds E-boxes of glycolytic genes and contributes to their activation; may function as a transcriptional activator in Ty1-mediated gene expression VMA13 Subunit H of the eight-subunit V1 peripheral membrane domain of the vacuolar H+-ATPase (V-ATPase), an electrogenic proton pump found throughout the endomembrane system; serves as an activator or a structural stabilizer of the V-ATPase GAL11 Subunit of the RNA polymerase II mediator complex; associates with core polymerase subunits to form the RNA polymerase II holoenzyme; affects transcription by acting as target of activators and repressors VAC14 Protein involved in regulated synthesis of PtdIns(3,5)P(2), in control of trafficking of some proteins to the vacuole lumen via the MVB, and in maintenance of vacuole size and acidity; interacts with Fig4p; activator of Fab1p

Example 7 Heterologous Xylose Isomerase Expression in Yeast

Provided hereafter are non-limiting examples of certain organisms from which nucleic acids that encode a polypeptide having xylose isomerase activity can be obtained. Certain nucleic acid encoded polypeptides having active xylose isomerase activity can be expressed in an engineered yeast (S. cerevisiae).

Xylose isomerase Active? type Donor Organism (yes/no) (Type 1/Type 2) Piromyces Yes Type 2 Orpinomyces Yes Bacteroides thetaiotaomicron Yes Clostridium phytofermentans Yes Thermus thermophilus Yes Type 1 Ruminococcus flavefaciens Yes Escherichia coli No Bacillus subtilis No Lactobacillus pentoses No Leifsoria xyli subsp. Cynodontis No Clostridium thermosulfurogenes No Bacillus licheniformis No Burkholderia xenovorans No Psudomonas savastanoi No Robiginitalea biformata No Saccharophagus degradans No Staphylococcus xylosus No Streptomyces diastaticus subsp diastaticus No Xanthomonas campestris No Salmonella enterica serovar Typhimurium No Agrobacterium tumefaciens No Arabidopsis thaliana No Pseudomonas syringae No Actinoplanes missouriensis No Streptomyces rubiginosus No Epilopiscium No

Example 8 Examples of Nucleic Acid and Amino Acid Sequences

Provided hereafter and non-limiting examples of certain nucleic acid sequences.

Nucleic acid Accession No. or Gene Name Organism/ATCC identifier other identifier Nucleotide Sequence Xylose Ruminococcus AJ132472 atggaatttt tcagcaatat cggtaaaatt cagtatcagg gaccaaaaag tactgatcct Isomerase flavefaciens ctctcattta agtactataa ccctgaagaa gtcatcaacg gaaagacaat gcgcgagcat (XI-RF Native) strain 17 ctgaagttcg ctctttcatg gtggcacaca atgggcggcg acggaacaga tatgttcggc tgcggcacaa cagacaagac ctggggacag tccgatcccg ctgcaagagc aaaggctaag gttgacgcag cattcgagat catggataag ctctccattg actactattg tttccacgat cgcgatcttt ctcccgagta tggcagcctc aaggctacca acgatcagct tgacatagtt acagactata tcaaggagaa gcagggcgac aagttcaagt gcctctgggg tacagcaaag tgcttcgatc atccaagatt catgcacggt gcaggtacat ctccttctgc tgatgtattc gctttctcag ctgctcagat caagaaggct ctcgagtcaa cagtaaagct cggcggtaac ggttacgttt tctggggcgg acgtgaaggc tatgagacac ttcttaatac aaatatggga ctcgaactcg acaatatggc tcgtcttatg aagatggctg ttgagtatgg acgttcgatc ggcttcaagg gcgacttcta tatcgagccc aagcccaagg agcccacaaa gcatcagtac gatttcgata cagctactgt tctgggattc ctcagaaagt acggtctcga taaggatttc aagatgaata tcgaagctaa ccacgctaca cttgctcagc atacattcca gcatgagctc cgtgttgcaa gagacaatgg tgtgttcggt tctatcgacg caaaccaggg cgacgttctt cttggatggg atacagacca gttccccaca aatatctacg atacaacaat gtgtatgtat gaagttatca aggcaggcgg cttcacaaac ggcggtctca acttcgacgc taaggcacgc agagggagct tcactcccga ggatatcttc tacagctata tcgcaggtat ggatgcattt gctctgggct tcagagctgc tctcaagctt atcgaagacg gacgtatcga caagttcgtt gctgacagat acgcttcatg gaataccggt atcggtgcag acataatcgc aggtaaggca gatttcgcat ctcttgaaaa gtatgctctt gaaaagggcg aggttacagc ttcactctca agcggcagac aggaaatgct ggagtctatc gtaaataacg ttcttttcag tctgtaa (SEQ ID NO: 30) Xylose Based on Based on AJ132472 atggaatttttcagcaatatcggtaaaattcagtatcagggaccaaaaagtactgatcctctctcatttaagtactataacc isomerase Ruminococcus ctgaagaagtcatcaacggaaagacaatgcgcgagcatctgaagttcgctctttcatggtggcacacaatgggcggc (point flavefaciens gacggaacagatatgttcggctgcggcacaacagacaagacctggggacagtccgatcccgctgcaagagcaaa mutation) strain 17 ggctaaggttgacgcagcattcgagatcatggataagctctccattgactactattgtttccacgatcgcgatctttctccc gagtatggcagcctcaaggctaccaacgatcagcttgacatagttacagactatatcaaggagaagcagggcgaca agttcaagtgcctctggggtacagcaaagtgcttcgatcatccaagattcatgcacggtgcaggtacatctccttctgctg atgtattcgctttctcagctgctcagatcaagaaggctctGgagtcaacagtaaagctcggcggtaacggttacgttttct ggggcggacgtgaaggctatgagacacttcttaatacaaatatgggactcgaactcgacaatatggctcgtcttatga agatggctgttgagtatggacgttcgatcggcttcaagggcgacttctatatcgagcccaagcccaaggagcccaca aagcatcagtacgatttcgatacagctactgttctgggattcctcagaaagtacggtctcgataaggatttcaagatgaa tatcgaagctaaccacgctacacttgctcagcatacattccagcatgagctccgtgttgcaagagacaatggtgtgttcg gttctatcgacgcaaaccagggcgacgttcttcttggatgggatacagaccagttccccacaaatatctacgatacaac aatgtgtatgtatgaagttatcaaggcaggcggcttcacaaacggcggtctcaacttcgacgctaaggcacgcagag ggagcttcactcccgaggatatcttctacagctatatcgcaggtatggatgcatttgctctgggcttcagagctgctctcaa gcttatcgaagacggacgtatcgacaagttcgttgctgacagatacgcttcatggaataccggtatcggtgcagacata atcgcaggtaaggcagatttcgcatctcttgaaaagtatgctcttgaaaagggcgaggttacagcttcactctcaagcg gcagacaggaaatgctggagtctatcgtaaataacgttcttttcagtctgtaa (SEQ ID NO: 29) Xylose atggagttcttttctaatataggtaaaattcagtatcaaggtccaaaatc isomerase tacagatccattgtcttttaaatattataatccagaagaagttataaatg (XI-RF_HR) gtaaaactatgagagaacatttaaaatttgctttgtcttggtggcatact atgggtggtgatggtactgatatgttcggttgtggtactactgataaaac ttggggtcaatctgatccagctgctagagcaaaagccaaagtagatgcag cctttgaaattatggataaattgtctattgattattattgttttcatgat agagatttgtctcctgaatatggttctttaaaagcaactaatgatcaatt ggacattgttacggattatattaaagaaaaacaaggtgataaatttaaat gtttgtggggcactgcgaaatgttttgatcatccacgttttatgcatggt gcggggacgagtccttctgctgatgtttttgctttttctgccgctcaaat taagaaggcattggaatcaactgttaaattaggtgggaacgggtatgtat tctggggaggaagggaaggttatgaaacattattaaacactaatatgggt ttggaattggataatatggctagattgatgaaaatggctgtagaatacgg aaggtctattggttttaagggtgacttttatattgaaccaaaacctaaag agcctactaaacatcaatatgattttgatactgctacagttttgggattc ttgagaaaatatggtctggataaagattttaaaatgaatatagaagctaa tcatgcaacactcgcacaacatacttttcaacatgaattgagagttgcca gagataacggagtttttggatctatcgatgcaaaccagggagacgttttg ctaggatgggatactgatcaatttccaactaacatttatgatactactat gtgtatgtatgaagtaattaaggcaggaggctttactaatggcggattaa actttgatgcgaaggctaggcgtggtagtttcactccagaggatatattc tattcttatattgctggaatggatgctttcgcgttaggtttcagggcagc actaaaattgattgaagatggtagaattgataagtttgtagctgatagat atgcttcttggaatactggaataggagcagatataatcgctgggaaagcc gacttcgccagtctggaaaaatatgcgcttgaaaaaggagaagttactgc cagcttaagttccggtcgtcaagaaatgttggaatctattgtaaacaatg ttttattttctctg (SEQ ID NO: 23) Xylose Piromyces sp. E2 AJ249909 atggctaagg aatatttccc acaaattcaa aagattaagt tcgaaggtaa ggattctaag isomerase aatccattag ccttccacta ctacgatgct gaaaaggaag tcatgggtaa gaaaatgaag (XI-P Native) gattggttac gtttcgccat ggcctggtgg cacactcttt gcgccgaagg tgctgaccaa ttcggtggag gtacaaagtc tttcccatgg aacgaaggta ctgatgctat tgaaattgcc aagcaaaagg ttgatgctgg tttcgaaatc atgcaaaagc ttggtattcc atactactgt ttccacgatg ttgatcttgt ttccgaaggt aactctattg aagaatacga atccaacctt aaggctgtcg ttgcttacct caaggaaaag caaaaggaaa ccggtattaa gcttctctgg agtactgcta acgtcttcgg tcacaagcgt tacatgaacg gtgcctccac taacccagac tttgatgttg tcgcccgtgc tattgttcaa attaagaacg ccatagacgc cggtattgaa cttggtgctg aaaactacgt cttctggggt ggtcgtgaag gttacatgag tctccttaac actgaccaaa agcgtgaaaa ggaacacatg gccactatgc ttaccatggc tcgtgactac gctcgttcca agggattcaa gggtactttc ctcattgaac caaagccaat ggaaccaacc aagcaccaat acgatgttga cactgaaacc gctattggtt tccttaaggc ccacaactta gacaaggact tcaaggtcaa cattgaagtt aaccacgcta ctcttgctgg tcacactttc gaacacgaac ttgcctgtgc tgttgatgct ggtatgctcg gttccattga tgctaaccgt ggtgactacc aaaacggttg ggatactgat caattcccaa ttgatcaata cgaactcgtc caagcttgga tggaaatcat ccgtggtggt ggtttcgtta ctggtggtac caacttcgat gccaagactc gtcgtaactc tactgacctc gaagacatca tcattgccca cgtttctggt atggatgcta tggctcgtgc tcttgaaaac gctgccaagc tcctccaaga atctccatac accaagatga agaaggaacg ttacgcttcc ttcgacagtg gtattggtaa ggactttgaa gatggtaagc tcaccctcga acaagtttac gaatacggta agaagaacgg tgaaccaaag caaacttctg gtaagcaaga actctacgaa gctattgttg ccatgtacca ataa (SEQ ID NO: 24) Xylose Based on ATGGCTAAAGAATATTTTCCACAAATTCAGAAAATTAAATTTGAAGGTAAAGATTC Isomerase Piromyces sp. E2 TAAAAATCCATTGGCTTTCCATTATTATGATGCTGAAAAAGAAGTTATGGGTAAAA (XI-P-HR1) AGATGAAAGATTGGTTGAGATTCGCTATGGCTTGGTGGCATACTCTATGTGCTG AAGGAGCTGATCAATTTGGAGGAGGTACTAAATCTTTTCCTTGGAATGAAGGTA CTGACGCTATTGAAATTGCTAAGCAGAAAGTAGACGCGGGTTTTGAAATTATGC AAAAATTGGGAATACCATATTATTGTTTTCATGATGTTGATTTGGTATCTGAGGGT AATTCTATTGAAGAATATGAATCTAATTTAAAAGCTGTTGTTGCTTACTTAAAAGA AAAACAAAAAGAAACTGGAATTAAATTGTTGTGGTCTACAGCTAATGTTTTCGGT CATAAAAGATATATGAATGGTGCTTCTACAAATCCAGATTTTGATGTTGTAGCTA GAGCTATTGTTCAAATTAAAAATGCTATAGATGCAGGAATTGAATTAGGTGCCGA AAATTATGTTTTCTGGGGAGGTAGAGAAGGTTATATGTCTTTGTTAAATACTGAT CAAAAACGTGAAAAGGAACACATGGCAACTATGTTGACAATGGCTAGGGATTAT GCTAGATCTAAAGGTTTTAAAGGTACTTTCTTGATTGAGCCAAAACCTATGGAAC CAACTAAACATCAATATGACGTTGACACTGAAACTGCTATTGGTTTCTTAAAAGC TCATAATTTGGATAAAGATTTTAAGGTTAATATAGAAGTTAATCATGCTACACTAG CTGGTCATACTTTTGAACATGAATTAGCTTGTGCAGTTGATGCCGGTATGTTAGG TTCTATCGACGCAAATAGAGGTGATTATCAAAATGGTTGGGACACAGATCAATTT CCAATAGATCAATATGAATTGGTTCAAGCATGGATGGAAATTATTAGGGGTGGA GGCTTCGTTACAGGTGGAACTAATTTTGATGCTAAAACTAGGAGAAATTCTACAG ATCTTGAAGATATAATTATTGCTCATGTATCTGGTATGGATGCGATGGCCCGTGC TTTGGAAAATGCAGCTAAATTACTTCAAGAATCTCCTTATACTAAAATGAAAAAGG AAAGATATGCTTCTTTTGATTCTGGAATAGGTAAGGATTTTGAAGATGGTAAATT GACATTGGAACAAGTTTATGAATATGGTAAGAAGAATGGAGAACCAAAACAAACT TCTGGTAAACAAGAATTATATGAGGCTATAGTAGCTATGTATCAAtaa (SEQ ID NO: 25) PEP Zymomonas ATCC 31821 ACTAGTAAAAAAATGACCAAGCCGCGCACAATTAATCAGAACCCAGACCTTCGC Carboxylase mobilis TATTTTGGTAACCTGCTCGGTCAGGTTATTAAGGAACAAGGCGGAGAGTCTTTAT (PEPC- TCAACCAGATCGAGCAAATTCGCTCTGCCGCGATTAGACGCCATCGGGGTATTG Native) TTGACAGCACCGAGCTAAGTTCTCGCTTAGCCGATCTCGACCTTAATGACATGT TCTCTTTTGCACATGCCTTTTTGCTGTTTTCAATGCTGGCCAATTTGGCTGATGA TCGTCAGGGAGATGCCCTTGATCCTGATGCCAATATGGCAAGTGCCCTTAAGGA CATAAAAGCCAAAGGCGTCAGTCAGCAGGCGATCATTGATATGATCGACAAAGC CTGCATTGTGCCTGTTCTGACAGCACATCCGACCGAAGTCCGTCGGAAAAGTAT GCTTGACCATTATAATCGCATTGCAGGTTTAATGCGGTTAAAAGATGCTGGACAA ACGGTGACCGAAGATGGTCTTCCGATCGAAGATGCGTTAATCCAGCAAATCACG ATATTATGGCAGACTCGTCCGCTCATGCTGCAAAAGCTGACCGTGGCTGATGAA ATCGAAACTGCCCTGTCTTTCTTAAGAGAAACTTTTCTGCCTGTTCTGCCCCAGA TTTATGCAGAATGGGAAAAATTGCTTGGTAGTTCTATTCCAAGCTTTATCAGACC TGGTAATTGGATTGGTGGTGACCGTGACGGTAACCCCAATGTCAATGCCGATAC GATCATGCTGTCTTTGAAGCGCAGCTCGGAAACGGTATTGACGGATTATCTCAA CCGTCTTGATAAACTGCTTTCCAACCTTTCGGTCTCAACCGATATGGTTTCGGTA TCCGATGATATTCTACGTCTAGCCGATAAAAGTGGTGACGATGCTGCGATCCGT GCGGATGAACCTTATCGTCGTGCCTTAAATGGTATTTATGACCGTTTAGCCGCTA CCTATCGTCAGATCGCCGGTCGCAACCCTTCGCGCCCAGCCTTGCGTTCTGCA GAAGCCTATAAACGGCCTCAAGAATTGCTGGCTGATTTGAAGACCTTGGCCGAA GGCTTGGGTAAATTGGCAGAAGGTAGTTTTAAGGCATTGATCCGTTCGGTTGAA ACCTTTGGTTTCCATTTGGCCACCCTCGATCTGCGTCAGAATTCGCAGGTTCAT GAAAGAGTTGTCAATGAACTGCTACGGACAGCCACCGTTGAAGCCGATTATTTA TCTCTATCGGAAGAAGATCGCGTTAAGCTGTTAAGACGGGAATTGTCGCAGCCG CGGACTCTATTCGTTCCGCGCGCCGATTATTCCGAAGAAACGCGTTCTGAACTT GATATTATTCAGGCAGCAGCCCGCGCCCATGAAATTTTTGGCCCTGAATCCATT ACGACTTATTTGATTTCGAATGGCGAAAGCATTTCCGATATTCTGGAAGTCTATT TGCTTTTGAAAGAAGCAGGGCTGTATCAAGGGGGTGCTAAGCCAAAAGCGGCG ATTGAAGCTGCGCCTTTATTCGAGACGGTGGCCGATCTTGAAAATGCGCCAAAG GTCATGGAGGAATGGTTCAAGCTGCCTGAAGCGCAAGCCATTGCAAAGGCACA TGGCGTTCAGGAAGTGATGGTTGGCTATTCTGACTCCAATAAGGACGGCGGATA TCTGACCTCGGTTTGGGGTCTTTATAAGGCTTGCCTCGCTTTGGTGCCGATTTTT GAGAAAGCCGGTGTACCGATCCAGTTTTTCCATGGACGGGGTGGTTCCGTTGG TCGCGGTGGTGGTTCCAACTTTAATGCCATTCTGTCGCAGCCAGCCGGAGCCG TCAAAGGGCGTATCCGTTATACAGAACAGGGTGAAGTCGTGGCGGCCAAATAT GGCACCCATGAAAGCGCTATTGCCCATCTGGATGAGGCCGTAGCGGCGACTTT GATTACGTCTTTGGAAGCACCGACCATTGTCGAGCCAGAGTTTAGTCGTTACCG TAAGGCCTTGGATCAGATCTCAGATTCAGCTTTCCAGGCCTATCGCCAATTGGT CTATGGAACGAAGGGCTTCCGTAAATTCTTTAGTGAATTTACGCCTTTGCCGGAA ATTGCCCTGTTAAAGATCGGGTCACGCCCACCTAGCCGCAAAAAATCCGACCG GATTGAAGATCTACGCGCTATTCCTTGGGTGTTTAGCTGGTCTCAAGTTCGAGT CATGTTACCCGGTTGGTTCGGTTTCGGTCAGGCTTTATATGACTTTGAAGATACC GAGCTGTTACAGGAAATGGCAAGCCGTTGGCCGTTTTTCCGCACGACTATTCGG AATATGGAACAGGTGATGGCACGTTCCGATATGACGATCGCCAAGCATTATCTG GCCTTGGTTGAGGATCAGACAAATGGTGAGGCTATCTATGATTCTATCGCGGAT GGCTGGAATAAAGGTTGTGAAGGTCTGTTAAAGGCAACCCAGCAGAATTGGCTG TTGGAACGCTTTCCGGCGGTTGATAATTCGGTGCAGATGCGTCGGCCTTATCTG GAACCGCTTAATTACTTACAGGTCGAATTGCTGAAGAAATGGCGGGGAGGTGAT ACCAACCCGCATATCCTCGAATCTATTCAGCTGACAATCAATGCCATTGCGACG GCACTTCGCAACAGCGGTTAATAACTCGAG (SEQ ID NO: 20) PEP Based on ACTAGTAAAAAAATGACCAAGCCAAGAACTATTAACCAAAACCCAGACTTGAGAT Carboxylase Zymomonas ACTTCGGTAACTTGTTGGGTCAAGTTATCAAGGAACAAGGTGGTGAATCTTTGTT (PEPC-HR) mobilis CAACCAAATTGAACAAATCAGATCCGCTGCTATTAGAAGACACAGAGGTATCGT CGACTCTACCGAATTGTCCTCTAGATTGGCTGACTTGGACTTGAACGACATGTT CTCCTTCGCTCACGCTTTCTTGTTGTTCTCTATGTTGGCTAACTTGGCTGACGAC AGACAAGGTGACGCTTTGGACCCAGACGCTAACATGGCTTCCGCTTTGAAGGA CATTAAGGCTAAGGGTGTTTCTCAACAAGCTATCATTGACATGATCGACAAGGCT TGTATTGTCCCAGTTTTGACTGCTCACCCAACCGAAGTCAGAAGAAAGTCCATG TTGGACCACTACAACAGAATCGCTGGTTTGATGAGATTGAAGGACGCTGGTCAA ACTGTTACCGAAGACGGTTTGCCAATTGAAGACGCTTTGATCCAACAAATTACTA TCTTGTGGCAAACCAGACCATTGATGTTGCAAAAGTTGACTGTCGCTGACGAAA TTGAAACCGCTTTGTCTTTCTTGAGAGAAACTTTCTTGCCAGTTTTGCCACAAAT CTACGCTGAATGGGAAAAGTTGTTGGGTTCCTCTATTCCATCCTTCATCAGACCA GGTAACTGGATTGGTGGTGACAGAGACGGTAACCCAAACGTCAACGCTGACAC CATCATGTTGTCTTTGAAGAGATCCTCTGAAACTGTTTTGACCGACTACTTGAAC AGATTGGACAAGTTGTTGTCCAACTTGTCTGTCTCCACTGACATGGTTTCTGTCT CCGACGACATTTTGAGATTGGCTGACAAGTCTGGTGACGACGCTGCTATCAGAG CTGACGAACCATACAGAAGAGCTTTGAACGGTATTTACGACAGATTGGCTGCTA CCTACAGACAAATCGCTGGTAGAAACCCATCCAGACCAGCTTTGAGATCTGCTG AAGCTTACAAGAGACCACAAGAATTGTTGGCTGACTTGAAGACTTTGGCTGAAG GTTTGGGTAAGTTGGCTGAAGGTTCCTTCAAGGCTTTGATTAGATCTGTTGAAAC CTTCGGTTTCCACTTGGCTACTTTGGACTTGAGACAAAACTCCCAAGTCCACGA AAGAGTTGTCAACGAATTGTTGAGAACCGCTACTGTTGAAGCTGACTACTTGTCT TTGTCCGAAGAAGACAGAGTCAAGTTGTTGAGAAGAGAATTGTCTCAACCAAGA ACCTTGTTCGTTCCAAGAGCTGACTACTCCGAAGAAACTAGATCTGAATTGGAC ATCATTCAAGCTGCTGCTAGAGCTCACGAAATCTTCGGTCCAGAATCCATTACCA CTTACTTGATCTCTAACGGTGAATCCATTTCTGACATCTTGGAAGTCTACTTGTT GTTGAAGGAAGCTGGTTTGTACCAAGGTGGTGCTAAGCCAAAGGCTGCTATTGA AGCTGCTCCATTGTTCGAAACCGTTGCTGACTTGGAAAACGCTCCAAAGGTCAT GGAAGAATGGTTCAAGTTGCCAGAAGCTCAAGCTATCGCTAAGGCTCACGGTGT TCAAGAAGTCATGGTTGGTTACTCCGACTCTAACAAGGACGGTGGTTACTTGAC TTCCGTCTGGGGTTTGTACAAGGCTTGTTTGGCTTTGGTTCCAATTTTCGAAAAG GCTGGTGTCCCAATCCAATTCTTCCACGGTAGAGGTGGTTCTGTTGGTAGAGGT GGTGGTTCCAACTTCAACGCTATTTTGTCTCAACCAGCTGGTGCTGTCAAGGGT AGAATCAGATACACCGAACAAGGTGAAGTTGTCGCTGCTAAGTACGGTACTCAC GAATCCGCTATTGCTCACTTGGACGAAGCTGTTGCTGCTACCTTGATCACTTCTT TGGAAGCTCCAACCATTGTCGAACCAGAATTCTCCAGATACAGAAAGGCTTTGG ACCAAATCTCTGACTCCGCTTTCCAAGCTTACAGACAATTGGTTTACGGTACTAA GGGTTTCAGAAAGTTCTTCTCTGAATTCACCCCATTGCCAGAAATTGCTTTGTTG AAGATCGGTTCCAGACCACCATCTAGAAAGAAGTCCGACAGAATTGAAGACTTG AGAGCTATCCCATGGGTCTTCTCTTGGTCCCAAGTTAGAGTCATGTTGCCAGGT TGGTTCGGTTTCGGTCAAGCTTTGTACGACTTCGAAGACACTGAATTGTTGCAA GAAATGGCTTCTAGATGGCCATTCTTCAGAACCACTATTAGAAACATGGAACAAG TTATGGCTAGATCCGACATGACCATCGCTAAGCACTACTTGGCTTTGGTCGAAG ACCAAACTAACGGTGAAGCTATTTACGACTCTATCGCTGACGGTTGGAACAAGG GTTGTGAAGGTTTGTTGAAGGCTACCCAACAAAACTGGTTGTTGGAAAGATTCC CAGCTGTTGACAACTCCGTCCAAATGAGAAGACCATACTTGGAACCATTGAACT ACTTGCAAGTTGAATTGTTGAAGAAGTGGAGAGGTGGTGACACTAACCCACACA TTTTGGAATCTATCCAATTGACCATTAACGCTATCGCTACTGCTTTGAGAAACTC CGGTTAATAACTCGAG (SEQ ID NO: 21) EDA Zymomonas 31821D-5 5′-aactgactagtaaaaaaatgcgtgatatcgattcc-3′ (SEQ ID No: 1) Primers mobilis (ZM4) 5′-agtaactcgagctactaggcaacagcagcgcgcttg-3′ (SEQ ID No: 2) EDD Zymomonas 31821D-5 5′-aactgactagtaaaaaaatgactgatctgcattcaacg-3′ (SEQ ID NO: 3) Primers mobilis (ZM4) 5′-agtaactcgagctactagataccggcacctgcatatattgc-3′ (SEQ ID NO: 4) EDA Escherichia coli 5′-aactgactagtaaaaaaatgaaaaactggaaaacaagtgcagaatc-3′ (SEQ ID NO: 5) Primers 5′-agtaactcgagctactacagcttagcgccttctacagcttcacg-3′ (SEQ ID NO: 6) EDD Escherichia coli 5′-aactgactagtaaaaaaatgaatccacaattgttacgcgtaacaaatcg-3′(SEQ ID NO: 7) Primers 5′agtaactcgagctactaaaaagtgatacaggttgcgccctgttcggcac-3′ (SEQ ID NO: 8) PFK primers Saccharomyces 4015893 5′-tgcatattccgttcaatcttataaagctgccatagatttttacaccaagtcgttttaagagcttggtgagcgcta-3′ cerevisiae (SEQ ID NO: 9) YGR240CBY4742 5′-cttgccagtgaatgacctttggcattctcatggaaacttcagtttcatagtcgagttcaagagaaaaaaaaagaa- 3′ (SEQ ID NO: 10) 5′-atgactgttactactccttttgtgaatggtacttcttattgtaccgtcactgcatattccgttcaatcttataaa-3′ (SEQ ID NO: 11) 5′-ttaatcaactctctttcttccaaccaaatggtcagcaatgagtctggtagcttgccagtgaatgacctttggcat- 3′(SEQ ID NO: 12) Thymidilate Saccharomyces 208583 CDC21_fwd: 5′-aatcgatcaaagcttctaaatacaagacgtgcgatgacgactatactggac-3′ (SEQ ID synthase cerevisiae strain NO: 155) Primers 17206 CDC21_rev: 5′-taccgtactacccgggtatatagtctttttgccctggtgttccttaataatttc-3′ (SEQ ID NO: (cdc21) 156) ThymidylateSynthase::cdc21 fwd: 5′-ctaaatacaagacgtgcgatgacgactatactgg-3′ (SEQ ID NO: 161) ThymidylateSynthase::cdc21 rev: 5′-gtcaacaagaactaaaaaattgttcaaaaatgcaattgtc-3′ (SEQ ID NO: 162). LYS2 BR214-4a 208600 Lys2Fwd: 5′-tgctaatgacccgggaattccacttgcaattacataaaaaattccggcgg-3′ (SEQ ID NO: 157) Lys2Rev: 5′-atgatcattgagctcagcttcgcaagtattcattttagacccatggtgg-3′ (SEQ ID NO: 158). PEPC Zymomonas 5′ forward (5′- Primers mobilis GACTAACTGAACTAGTAAAAAAATGACCAAGCCGCGCACAATTAATCAG-3′) (SEQ ID NO: 13) 3′ reverse (5′- AAGTGAGTAACTCGAGTTATTAACCGCTGTTGCGAAGTGCCGTCGC-3′) (SEQ ID NO: 14).

Provided hereafter are non-limiting examples of certain amino acid sequences.

Amino acid Accession No. or Organism/ATCC other Gene Name identifier identifier Amino Acid Sequence Xylose Ruminococcus CAB51938.1 MEFFSNIGKIQYQGPKSTDPLSFKYYNPEEVINGKTMREHLKFALSWWHTMGGDGTDM Isomerase flavefaciens FGCGTTDKTWGQSDPAARAKAKVDAAFEIMDKLSIDYYCFHDRDLSPEYGSLKATNDQL (XI-RF strain 17 DIVTDYIKEKQGDKFKCLWGTAKCFDHPRFMHGAGTSPSADVFAFSAAQIKKALESTVKL Native) GGNGYVFWGGREGYETLLNTNMGLELDNMARLMKMAVEYGRSIGFKGDFYIEPKPKEP TKHQYDFDTATVLGFLRKYGLDKDFKMNIEANHATLAQHTFQHELRVARDNGVFGSIDA NQGDVLLGWDTDQFPTNIYDTTMCMYEVIKAGGFTNGGLNFDAKARRGSFTPEDIFYSY IAGMDAFALGFRAALKLIEDGRIDKFVADRYASWNTGIGADIIAGKADFASLEKYALEKGE VTASLSSGRQEMLESIVNNVLFSL (SEQ ID NO: 31) Xylose Piromyces sp. E2 CAB76571.1 MAKEYFPQIQKIKFEGKDSKNPLAFHYYDAEKEVMGKKMKDWLR isomerase FAMAWWHTLCAEGADQFGGGTKSFPWNEGTDAIEIAKQKVDAGFEIMQKLGIPYYCFH (XI-P Native) DVDLVSEGNSIEEYESNLKAVVAYLKEKQKETGIKLLWSTANVFGHKRYMNGASTNPD FDVVARAIVQIKNAIDAGIELGAENYVFWGGREGYMSLLNTDQKREKEHMATMLTMAR DYARSKGFKGTFLIEPKPMEPTKHQYDVDTETAIGFLKAHNLDKDFKVNIEVNHATLA GHTFEHELACAVDAGMLGSIDANRGDYQNGWDTDQFPIDQYELVQAWMEIIRGGGFVT GGTNFDAKTRRNSTDLEDIIIAHVSGMDAMARALENAAKLLQESPYTKMKKERYASFDS GIGKDFEDGKLTLEQVYEYGKKNGEPKQTSGKQELYEAIVAMYQ (SEQ ID NO: 35)

Example 9 Preparation and Expression of Xylose Isomerase Genes

A full length native gene encoding a xylose isomerase from Ruminococcus flavefaciens was synthesized by IDT DNA, Inc. (Coralville, Iowa), with a single silent point mutation (a “C” to a “G”) at position 513. The sequence of this gene is set forth as SEQ ID NO: 29 the point mutation is indicated as the larger bold capital letter “G”.

SEQ ID NO: 29 ATGGAATTTTTCAGCAATATCGGTAAAATTCAGTATCAGGGACCAAAAAGTACTGATCCTCTC TCATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGCGCGAGCATCTGAA GTTCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATATGTTCGGCTGCGGC ACAACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAAGGCTAAGGTTGACG CAGCATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCCACGATCGCGATCTTT CTCCCGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATAGTTACAGACTATATC AAGGAGAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAAAGTGCTTCGATCATC CAAGATTCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTCGCTTTCTCAGCTGCT CAGATCAAGAAGGCTCTGGAGTCAACAGTAAAGCTCGGCGGTAACGGTTACGTTTTCTGGG GCGGACGTGAAGGCTATGAGACACTTCTTAATACAAATATGGGACTCGAACTCGACAATATG GCTCGTCTTATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTTCAAGGGCGACTTCTA TATCGAGCCCAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTCGATACAGCTACTGTTC TGGGATTCCTCAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAATATCGAAGCTAACCAC GCTACACTTGCTCAGCATACATTCCAGCATGAGCTCCGTGTTGCAAGAGACAATGGTGTGTT CGGTTCTATCGACGCAAACCAGGGCGACGTTCTTCTTGGATGGGATACAGACCAGTTCCCC ACAAATATCTACGATACAACAATGTGTATGTATGAAGTTATCAAGGCAGGCGGCTTCACAAAC GGCGGTCTCAACTTCGACGCTAAGGCACGCAGAGGGAGCTTCACTCCCGAGGATATCTTCT ACAGCTATATCGCAGGTATGGATGCATTTGCTCTGGGCTTCAGAGCTGCTCTCAAGCTTATC GAAGACGGACGTATCGACAAGTTCGTTGCTGACAGATACGCTTCATGGAATACCGGTATCG GTGCAGACATAATCGCAGGTAAGGCAGATTTCGCATCTCTTGAAAAGTATGCTCTTGAAAAG GGCGAGGTTACAGCTTCACTCTCAAGCGGCAGACAGGAAATGCTGGAGTCTATCGTAAATA ACGTTCTTTTCAGTCTGTAA

The nucleotide sequence of the native gene is set forth as SEQ ID NO. 30 and in Gen Bank as accession number AJ132472 (CAB51938.1).

SEQ ID NO. 30 ATGGAATTTTTCAGCAATATCGGTAAAATTCAGTATCAGGGACCAAAAAGTACTGATCCTCTC TCATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGCGCGAGCATCTGAA GTTCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATATGTTCGGCTGCGGC ACAACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAAGGCTAAGGTTGACG CAGCATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCCACGATCGCGATCTTT CTCCCGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATAGTTACAGACTATATC AAGGAGAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAAAGTGCTTCGATCATC CAAGATTCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTCGCTTTCTCAGCTGCT CAGATCAAGAAGGCTCTCGAGTCAACAGTAAAGCTCGGCGGTAACGGTTACGTTTTCTGGG GCGGACGTGAAGGCTATGAGACACTTCTTAATACAAATATGGGACTCGAACTCGACAATATG GCTCGTCTTATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTTCAAGGGCGACTTCTA TATCGAGCCCAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTCGATACAGCTACTGTTC TGGGATTCCTCAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAATATCGAAGCTAACCAC GCTACACTTGCTCAGCATACATTCCAGCATGAGCTCCGTGTTGCAAGAGACAATGGTGTGTT CGGTTCTATCGACGCAAACCAGGGCGACGTTCTTCTTGGATGGGATACAGACCAGTTCCCC ACAAATATCTACGATACAACAATGTGTATGTATGAAGTTATCAAGGCAGGCGGCTTCACAAAC GGCGGTCTCAACTTCGACGCTAAGGCACGCAGAGGGAGCTTCACTCCCGAGGATATCTTCT ACAGCTATATCGCAGGTATGGATGCATTTGCTCTGGGCTTCAGAGCTGCTCTCAAGCTTATC GAAGACGGACGTATCGACAAGTTCGTTGCTGACAGATACGCTTCATGGAATACCGGTATCG GTGCAGACATAATCGCAGGTAAGGCAGATTTCGCATCTCTTGAAAAGTATGCTCTTGAAAAG GGCGAGGTTACAGCTTCACTCTCAAGCGGCAGACAGGAAATGCTGGAGTCTATCGTAAATA ACGTTCTTTTCAGTCTGTAA

The corresponding amino acid sequence of the native Ruminococcus flavefaciens is set forth in SEQ ID NO: 31.

SEQ ID NO: 31 MEFFSNIGKIQYQGPKSTDPLSFKYYNPEEVINGKTMREHLKFALSWWHT MGGDGTDMFGCGTTDKTWGQSDPAARAKAKVDAAFEIMDKLSIDYYCFHD RDLSPEYGSLKATNDQLDIVTDYIKEKQGDKFKCLWGTAKCFDHPRFMHG AGTSPSADVFAFSAAQIKKALESTVKLGGNGYVFWGGREGYETLLNTNMG LELDNMARLMKMAVEYGRSIGFKGDFYIEPKPKEPTKHQYDFDTATVLGF LRKYGLDKDFKMNIEANHATLAQHTFQHELRVARDNGVFGSIDANQGDVL LGWDTDQFPTNIYDTTMCMYEVIKAGGFTNGGLNFDAKARRGSFTPEDIF YSYIAGMDAFALGFRAALKLIEDGRIDKFVADRYASWNTGIGADIIAGKA DFASLEKYALEKGEVTASLSSGRQEMLESIVNNVLFSL

An additional nucleic acid variant of the native Ruminococcus xylose isomerase gene was designed to eliminate over-represented codon pairs, improve codon preferences, and reduce mRNA secondary structures. The amino acid sequence of the hot rod xylose isomerase gene is substantially identical to the wild type. This sequence variant, referred to as the “hot rod” variant, is set forth in SEQ ID NO: 32.

SEQ ID NO: 32 ATGGAGTTCTTTTCTAATATAGGTAAAATTCAGTATCAAGGTCCAAAATC TACAGATCCATTGTCTTTTAAATATTATAATCCAGAAGAAGTTATAAATG GTAAAACTATGAGAGAACATTTAAAATTTGCTTTGTCTTGGTGGCATACT ATGGGTGGTGATGGTACTGATATGTTCGGTTGTGGTACTACTGATAAAAC TTGGGGTCAATCTGATCCAGCTGCTAGAGCAAAAGCCAAAGTAGATGCAG CCTTTGAAATTATGGATAAATTGTCTATTGATTATTATTGTTTTCATGAT AGAGATTTGTCTCCTGAATATGGTTCTTTAAAAGCAACTAATGATCAATT GGACATTGTTACGGATTATATTAAAGAAAAACAAGGTGATAAATTTAAAT GTTTGTGGGGCACTGCGAAATGTTTTGATCATCCACGTTTTATGCATGGT GCGGGGACGAGTCCTTCTGCTGATGTTTTTGCTTTTTCTGCCGCTCAAAT TAAGAAGGCATTGGAATCAACTGTTAAATTAGGTGGGAACGGGTATGTAT TCTGGGGAGGAAGGGAAGGTTATGAAACATTATTAAACACTAATATGGGT TTGGAATTGGATAATATGGCTAGATTGATGAAAATGGCTGTAGAATACGG AAGGTCTATTGGTTTTAAGGGTGACTTTTATATTGAACCAAAACCTAAAG AGCCTACTAAACATCAATATGATTTTGATACTGCTACAGTTTTGGGATTC TTGAGAAAATATGGTCTGGATAAAGATTTTAAAATGAATATAGAAGCTAA TCATGCAACACTCGCACAACATACTTTTCAACATGAATTGAGAGTTGCCA GAGATAACGGAGTTTTTGGATCTATCGATGCAAACCAGGGAGACGTTTTG CTAGGATGGGATACTGATCAATTTCCAACTAACATTTATGATACTACTAT GTGTATGTATGAAGTAATTAAGGCAGGAGGCTTTACTAATGGCGGATTAA ACTTTGATGCGAAGGCTAGGCGTGGTAGTTTCACTCCAGAGGATATATTC TATTCTTATATTGCTGGAATGGATGCTTTCGCGTTAGGTTTCAGGGCAGC ACTAAAATTGATTGAAGATGGTAGAATTGATAAGTTTGTAGCTGATAGAT ATGCTTCTTGGAATACTGGAATAGGAGCAGATATAATCGCTGGGAAAGCC GACTTCGCCAGTCTGGAAAAATATGCGCTTGAAAAAGGAGAAGTTACTGC CAGCTTAAGTTCCGGTCGTCAAGAAATGTTGGAATCTATTGTAAACAATG TTTTATTTTCTCTGTAA

This gene was synthesized by assembling the oligonucleotides set forth below first into seven separate “primary fragments” (also referred to as “PFs”). The PFs were then assembled into three “secondary fragments (“SFs”) which in turn were assembled into the full length gene. All oligonucleotides were obtained from IDT. All of the oligonucleotides used for gene construction are set forth in the table below.

Oligonucleotide Sequence (SEQ ID NOS 163-228, Name respectively, in order of appearance) 4329 On1 ATGGAGTTCTTTTCTAATATAGGTAAAATTCAGTATCAAGGTC 43-mer fwd 4329 On2 AATGGATCTGTAGATTTTGGACCTTGATACTGAATTTTA 39-mer rev 4329 On3 CAAAATCTACAGATCCATTGTCTTTTAAATATTATAATCCAGA 43-mer fwd 4329 On4 GTTTTACCATTTATAACTTCTTCTGGATTATAATATTTAAAAGAC 45-mer rev 4329 On5 AGAAGTTATAAATGGTAAAACTATGAGAGAACATTTAAAATTT 43-mer fwd 4329 On6 ATAGTATGCCACCAAGACAAAGCAAATTTTAAATGTTCTCTCATA 45-mer rev 4329 On7 GCTTTGTCTTGGTGGCATACTATGGGTGGTGATGGTACTGATATG 45-mer fwd 4329 On8 TTATCAGTAGTACCACAACCGAACATATCAGTACCATCACCACCC 45-mer rev 4329 On9 TTCGGTTGTGGTACTACTGATAAAACTTGGGGTCAATCTGATC 43-mer fwd 4329 GGCTTTTGCTCTAGCAGCTGGATCAGATTGACCCCAAGTT 40-mer On10 rev 4329 CAGCTGCTAGAGCAAAAGCCAAAGTAGATGCAGCCTTTGAAAT 43-mer On11 fwd 4329 ATCAATAGACAATTTATCCATAATTTCAAAGGCTGCATCTACTTT 45-mer On12 rev 4329 TATGGATAAATTGTCTATTGATTATTATTGTTTTCATGATAGAGA 45-mer On13 fwd 4329 AGAACCATATTCAGGAGACAAATCTCTATCATGAAAACAATAATA 45-mer On14 rev 4329 TTTGTCTCCTGAATATGGTTCTTTAAAAGCAACTAATGATCAA 43-mer On15 fwd 4329 AATATAATCCGTAACAATGTCCAATTGATCATTAGTTGCTTTTAA 45-mer On16 rev 4329 TTGGACATTGTTACGGATTATATTAAAGAAAAACAAGGTGATAAA 45-mer On17 fwd 4329 CGCAGTGCCCCACAAACATTTAAATTTATCACCTTGTTTTTCTTT 45-mer On18 rev 4329 TTTAAATGTTTGTGGGGCACTGCGAAATGTTTTGATCATCCACGT 45-mer On19 fwd 4329 ACTCGTCCCCGCACCATGCATAAAACGTGGATGATCAAAACATTT 45-mer On20 rev 4329 TTTATGCATGGTGCGGGGACGAGTCCTTCTGCTGATGTTTTTGCT 45-mer On21 fwd 4329 CTTCTTAATTTGAGCGGCAGAAAAAGCAAAAACATCAGCAGAAGG 45-mer On22 rev 4329 TTTTCTGCCGCTCAAATTAAGAAGGCATTGGAATCAACTGTTAAA 45-mer On23 fwd 4329 GAATACATACCCGTTCCCACCTAATTTAACAGTTGATTCCAATGC 45-mer On24 rev 4329 TTAGGTGGGAACGGGTATGTATTCTGGGGAGGAAGGGAAGGTTAT 45-mer On25 fwd 4329 CATATTAGTGTTTAATAATGTTTCATAACCTTCCCTTCCTCCCCA 45-mer On26 rev 4329 GAAACATTATTAAACACTAATATGGGTTTGGAATTGGATAATATG 45-mer On27 fwd 4329 TACAGCCATTTTCATCAATCTAGCCATATTATCCAATTCCAAACC 45-mer On28 rev 4329 GCTAGATTGATGAAAATGGCTGTAGAATACGGAAGGTCTATTGGT 45-mer On29 fwd 4329 TTCAATATAAAAGTCACCCTTAAAACCAATAGACCTTCCGTATTC 45-mer On30 rev 4329 TTTAAGGGTGACTTTTATATTGAACCAAAACCTAAAGAGCCTACT 45-mer On31 fwd 4329 AGTATCAAAATCATATTGATGTTTAGTAGGCTCTTTAGGTTTTGG 45-mer On32 rev 4329 AAACATCAATATGATTTTGATACTGCTACAGTTTTGGGATTCTTG 45-mer On33 fwd 4329 ATCTTTATCCAGACCATATTTTCTCAAGAATCCCAAAACTGTAGC 45-mer On34 rev 4329 AGAAAATATGGTCTGGATAAAGATTTTAAAATGAATATAGAAGCT 45-mer On35 fwd 4329 ATGTTGTGCGAGTGTTGCATGATTAGCTTCTATATTCATTTTAAA 45-mer On36 rev 4329 AATCATGCAACACTCGCACAACATACTTTTCAACATGAATTGAGA 45-mer On37 fwd 4329 AAAAACTCCGTTATCTCTGGCAACTCTCAATTCATGTTGAAAAGT 45-mer On38 rev 4329 GTTGCCAGAGATAACGGAGTTTTTGGATCTATCGATGCAAACCAG 45-mer On39 fwd 4329 ATCCCATCCTAGCAAAACGTCTCCCTGGTTTGCATCGATAGATCC 45-mer On40 rev 4329 GGAGACGTTTTGCTAGGATGGGATACTGATCAATTTCCAACTAAC 45-mer On41 fwd 4329 CATACACATAGTAGTATCATAAATGTTAGTTGGAAATTGATCAGT 45-mer On42 rev 4329 ATTTATGATACTACTATGTGTATGTATGAAGTAATTAAGGCAGGA 45-mer On43 fwd 4329 GTTTAATCCGCCATTAGTAAAGCCTCCTGCCTTAATTACTTCATA 45-mer On44 rev 4329 GGCTTTACTAATGGCGGATTAAACTTTGATGCGAAGGCTAGGCGT 45-mer On45 fwd 4329 TATATCCTCTGGAGTGAAACTACCACGCCTAGCCTTCGCATCAAA 45-mer On46 rev 4329 GGTAGTTTCACTCCAGAGGATATATTCTATTCTTATATTGCTGGA 45-mer On47 fwd 4329 GAAACCTAACGCGAAAGCATCCATTCCAGCAATATAAGAATAGAA 45-mer On48 rev 4329 ATGGATGCTTTCGCGTTAGGTTTCAGGGCAGCACTAAAATTGATT 45-mer On49 fwd 4329 CTTATCAATTCTACCATCTTCAATCAATTTTAGTGCTGCCCT 42-mer On50 rev 4329 GAAGATGGTAGAATTGATAAGTTTGTAGCTGATAGATATGCTTCT 45-mer On51 fwd 4329 TGCTCCTATTCCAGTATTCCAAGAAGCATATCTATCAGCTACAAA 45-mer On52 rev 4329 TGGAATACTGGAATAGGAGCAGATATAATCGCTGGGAAAGCCGAC 45-mer On53 fwd 4329 ATATTTTTCCAGACTGGCGAAGTCGGCTTTCCCAGCGATTATATC 45-mer On54 rev 4329 TTCGCCAGTCTGGAAAAATATGCGCTTGAAAAAGGAGAAGTTACT 45-mer On55 fwd 4329 ACGACCGGAACTTAAGCTGGCAGTAACTTCTCCTTTTTCAAGCGC 45-mer On56 rev 4329 GCCAGCTTAAGTTCCGGTCGTCAAGAAATGTTGGAATCTAT 41-mer On57 fwd 4329 CAGAGAAAATAAAACATTGTTTACAATAGATTCCAACATTTCTTG 45-mer On58 rev 4329 ACTTGACTAACTGAAGCTTCATATGATGGAGTTCTTTTCTAATATAG 55-mer On59 fwd GTAAAATT 4329 ACTTGACTACTAGTATGGAGTTCTTTTCTAATATAGGTAAAATT 44-mer On60 fwd 4329 ACTTGACTAACTGAAGCTTCATATGTTGGACATTGTTACGGATTAT 55-mer On61 fwd ATTAAAGAA 4329 ACTTGACTAACTGAAGCTTCATATGAAACATCAATATGATTTTGATA 55-mer On62 fwd CTGCTACA 4329 AGTTAAGTGAGTAAACTAGTGAATTCCAGAGAAAATAAAACATTGT 56-mer On63 for TTACAATAGA 4329 AGTCAAGTCTCGAGCTACAGAGAAAATAAAACATTGTTTACAATAGA 44-mer On64 rev 4329 AGTTAAGTGAGTAAACTAGTGAATTCCATATTAGTGTTTAATAATGT 56-mer On65 rev TTCATAACC 4329 AGTTAAGTGAGTAAACTAGTGAATTCCATACACATAGTAGTATCAT 56-mer On66 rev AAATGTTAGT

The 7 primary fragments (“PFs”) were first separately assembled using polymerase chain reaction (PCR) mixture containing about 1×Pfu Ultra II reaction buffer (Agilent, La Jolla, Calif.), about 0.2 mM about , 0.04 μmol of assembly primers (see table below), about 0.2 μmol of end primers (see table below), and about 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.). The reaction conditions were 95° C. for 10 minutes, 30 cycles of 95° C. for 20 seconds, 44° C. for 30 seconds, and 72° C. for 15 seconds, and a final extension of 5 minutes at 72° C.

Primary Fragment Assembly Primers 5′ and 3′ End Primers PF1 4329 On1 fwd 4329 On1 fwd 4329 On2 rev 4329 On10 rev 4329 On3 fwd 4329 On4 rev 4329 On5 fwd 4329 On6 rev 4329 On7 fwd 4329 On8 rev 4329 On9 fwd 4329 On10 rev PF2 4329 On9 fwd 4329 On9 fwd 4329 On10 rev 4329 On18 rev 4329 On11 fwd 4329 On12 rev 4329 On13 fwd 4329 On14 rev 4329 On15 fwd 4329 On16 rev 4329 On17 fwd 4329 On18 rev PF3 4329 On17 fwd 4329 On17 fwd 4329 On18 rev 4329 On26 rev 4329 On19 fwd 4329 On20 rev 4329 On21 fwd 4329 On22 rev 4329 On23 fwd 4329 On24 rev 4329 On25 fwd 4329 On26 rev PF4 4329 On25 fwd 4329 On25 fwd 4329 On26 rev 4329 On34 rev 4329 On27 fwd 4329 On28 rev 4329 On29 fwd 4329 On30 rev 4329 On31 fwd 4329 On32 rev 4329 On33 fwd 4329 On34 rev PF5 4329 On33 fwd 4329 On33 fwd 4329 On34 rev 4329 On42 rev 4329 On35 fwd 4329 On36 rev 4329 On37 fwd 4329 On38 rev 4329 On39 fwd 4329 On40 rev 4329 On41 fwd 4329 On42 rev PF6 4329 On41 fwd 4329 On41 fwd 4329 On42 rev 4329 On50 rev 4329 On43 fwd 4329 On44 rev 4329 On45 fwd 4329 On46 rev 4329 On47 fwd 4329 On48 rev 4329 On49 fwd 4329 On50 rev PF7 4329 On49 fwd 4329 On49 fwd 4329 On50 rev 4329 On58 rev 4329 On51 fwd 4329 On52 rev 4329 On53 fwd 4329 On54 rev 4329 On55 fwd 4329 On56 rev 4329 On57 fwd 4329 On58 rev

Each assembled primary fragment was separately PCR purified using a Qiagen PCR purification kit (Qiagen, Valencia, Calif.) according to the manufacturer's directions and then reassembled into 3 secondary fragments (“SFs”) in a PCR reaction containing about 1×Pfu Ultra II reaction buffer (Agilent, La Jolla, Calif.), about 0.2 mM dNTPs, about 0.1 μmol of each primary fragment (SF1=PF1+PF2+PF3; SF2=PF3+PF4+PF5;SF3=PF5+PF6+PF7), about 0.2 μmol of end primers (see table below), and about 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.). The reaction conditions were 95° C. for 10 minutes, 30 cycles of 95° C. for 20 seconds, 62° C. for 30 seconds, and 72° C. for 15 seconds, and a final extension of 5 minutes at 72° C.

Secondary Primary Fragment Fragments 5′ and 3′ End Primers SF1 PF1 4329 On59 fwd (Tf1-5P1 Sf1-5P1) PF2 4329 On65 rev (Sf1-3P1) PF3 SF2 PF3 4329 On61 fwd (Sf2-5P1) PF4 4329 On66 rev (Sf2-3P1) PF5 SF3 PF5 4329 On62 fwd (Sf3-5P1) PF6 4329 On63 rev (Tf1-3P1 Sf3 3P1) PF7

Each secondary fragment was PCR purified using a Qiagen PCR purification kit (Qiagen, Valencia, Calif.) according to the manufacturer's directions, and the final, full length gene was assembled in a PCR reaction containing 1×Pfu Ultra II reaction buffer (Agilent, La Jolla, Calif.), 0.2 mM dNTPs, 0.1 μmol of each secondary fragment (SF1+SF2+SF3), 0.2 μmol of end primers (4329 On60 fwd and 4329 On64 rev), and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.). The reaction conditions were 95° C. for 10 minutes, 30 cycles of 95° C. for 20 seconds, 62° C. for 30 seconds, and 72° C. for 30 seconds, and a final extension of 5 minutes at 72° C. The final product was PCR purified using a Qiagen PCR purification kit (Qiagen, Valencia, Calif.) according to the manufacturer's directions and then cloned into pCR Blunt II-TOPO (Invitrogen, Carlsbad, Calif.) according to the manufacturer's directions. Sequence confirmation of the final construct was performed at GeneWiz (La Jolla, Calif.).

An additional variant of the native R. flavefaciens xylose isomerase gene (XI-R-COOP) was prepared in which all of the codons were optimized for expression in Saccharomyces cerevisiae. This variant gene was synthesized by IDT DNA Inc. and the sequence is set forth below as SEQ ID NO: 33.

SEQ ID NO: 33 ATGGAATTCTTCTCTAACATTGGTAAGATCCAATACCAAGGTCCAAAGTC CACCGACCCATTGTCTTTCAAGTACTACAACCCAGAAGAAGTTATTAACG GTAAGACTATGAGAGAACACTTGAAGTTCGCTTTGTCCTGGTGGCACACC ATGGGTGGTGACGGTACTGACATGTTCGGTTGTGGTACCACTGACAAGAC CTGGGGTCAATCTGACCCAGCTGCTAGAGCTAAGGCTAAGGTCGACGCTG CTTTCGAAATCATGGACAAGTTGTCCATTGACTACTACTGTTTCCACGAC AGAGACTTGTCTCCAGAATACGGTTCCTTGAAGGCTACTAACGACCAATT GGACATCGTTACCGACTACATTAAGGAAAAGCAAGGTGACAAGTTCAAGT GTTTGTGGGGTACTGCTAAGTGTTTCGACCACCCAAGATTCATGCACGGT GCTGGTACCTCTCCATCCGCTGACGTCTTCGCTTTCTCTGCTGCTCAAAT CAAGAAGGCTTTGGAATCCACTGTTAAGTTGGGTGGTAACGGTTACGTCT TCTGGGGTGGTAGAGAAGGTTACGAAACCTTGTTGAACACTAACATGGGT TTGGAATTGGACAACATGGCTAGATTGATGAAGATGGCTGTTGAATACGG TAGATCTATTGGTTTCAAGGGTGACTTCTACATCGAACCAAAGCCAAAGG AACCAACCAAGCACCAATACGACTTCGACACTGCTACCGTCTTGGGTTTC TTGAGAAAGTACGGTTTGGACAAGGACTTCAAGATGAACATTGAAGCTAA CCACGCTACTTTGGCTCAACACACCTTCCAACACGAATTGAGAGTTGCTA GAGACAACGGTGTCTTCGGTTCCATCGACGCTAACCAAGGTGACGTTTTG TTGGGTTGGGACACTGACCAATTCCCAACCAACATTTACGACACTACCAT GTGTATGTACGAAGTCATCAAGGCTGGTGGTTTCACTAACGGTGGTTTGA ACTTCGACGCTAAGGCTAGAAGAGGTTCTTTCACCCCAGAAGACATTTTC TACTCCTACATCGCTGGTATGGACGCTTTCGCTTTGGGTTTCAGAGCTGC TTTGAAGTTGATTGAAGACGGTAGAATCGACAAGTTCGTTGCTGACAGAT ACGCTTCTTGGAACACTGGTATTGGTGCTGACATCATTGCTGGTAAGGCT GACTTCGCTTCCTTGGAAAAGTACGCTTTGGAAAAGGGTGAAGTCACCGC TTCTTTGTCCTCTGGTAGACAAGAAATGTTGGAATCCATCGTTAACAACG TCTTGTTCTCTTTGTAA

Separately, the gene encoding xylose isomerase from Piromyces strain E2 was synthesized by IDT DNA, Inc. The sequence of this gene is set forth as SEQ ID NO: 34.

SEQ ID NO: 34 ACTAGTAAAAAAATGGCTAAGGAATATTTCCCACAAATTCAAAAGATTAA GTTCGAAGGTAAGGATTCTAAGAATCCATTAGCCTTCCACTACTACGATG CTGAAAAGGAAGTCATGGGTAAGAAAATGAAGGATTGGTTACGTTTCGCC ATGGCCTGGTGGCACACTCTTTGCGCCGAAGGTGCTGACCAATTCGGTGG AGGTACAAAGTCTTTCCCATGGAACGAAGGTACTGATGCTATTGAAATTG CCAAGCAAAAGGTTGATGCTGGTTTCGAAATCATGCAAAAGCTTGGTATT CCATACTACTGTTTCCACGATGTTGATCTTGTTTCCGAAGGTAACTCTAT TGAAGAATACGAATCCAACCTTAAGGCTGTCGTTGCTTACCTCAAGGAAA AGCAAAAGGAAACCGGTATTAAGCTTCTCTGGAGTACTGCTAACGTCTTC GGTCACAAGCGTTACATGAACGGTGCCTCCACTAACCCAGACTTTGATGT TGTCGCCCGTGCTATTGTTCAAATTAAGAACGCCATAGACGCCGGTATTG AACTTGGTGCTGAAAACTACGTCTTCTGGGGTGGTCGTGAAGGTTACATG AGTCTCCTTAACACTGACCAAAAGCGTGAAAAGGAACACATGGCCACTAT GCTTACCATGGCTCGTGACTACGCTCGTTCCAAGGGATTCAAGGGTACTT TCCTCATTGAACCAAAGCCAATGGAACCAACCAAGCACCAATACGATGTT GACACTGAAACCGCTATTGGTTTCCTTAAGGCCCACAACTTAGACAAGGA CTTCAAGGTCAACATTGAAGTTAACCACGCTACTCTTGCTGGTCACACTT TCGAACACGAACTTGCCTGTGCTGTTGATGCTGGTATGCTCGGTTCCATT GATGCTAACCGTGGTGACTACCAAAACGGTTGGGATACTGATCAATTCCC AATTGATCAATACGAACTCGTCCAAGCTTGGATGGAAATCATCCGTGGTG GTGGTTTCGTTACTGGTGGTACCAACTTCGATGCCAAGACTCGTCGTAAC TCTACTGACCTCGAAGACATCATCATTGCCCACGTTTCTGGTATGGATGC TATGGCTCGTGCTCTTGAAAACGCTGCCAAGCTCCTCCAAGAATCTCCAT ACACCAAGATGAAGAAGGAACGTTACGCTTCCTTCGACAGTGGTATTGGT AAGGACTTTGAAGATGGTAAGCTCACCCTCGAACAAGTTTACGAATACGG TAAGAAGAACGGTGAACCAAAGCAAACTTCTGGTAAGCAAGAACTCTACG AAGCTATTGTTGCCATGTACCAATAGTAGCTCGAG

The amino acid sequence of the xylose isomerase from Piromyces strain E2 is set for in SEQ ID NO. 35

SEQ ID NO. 35 MAKEYFPQIQKIKFEGKDSKNPLAFHYYDAEKEVMGKKMKDWLRFAMAWW HTLCAEGADQFGGGTKSFPWNEGTDAIEIAKQKVDAGFEIMQKLGIPYYC FHDVDLVSEGNSIEEYESNLKAVVAYLKEKQKETGIKLLWSTANVFGHKR YMNGASTNPDFDVVARAIVQIKNAIDAGIELGAENYVFWGGREGYMSLLN TDQKREKEHMATMLTMARDYARSKGFKGTFLIEPKPMEPTKHQYDVDTET AIGFLKAHNLDKDFKVNIEVNHATLAGHTFEHELACAVDAGMLGSIDANR GDYQNGWDTDQFPIDQYELVQAWMEIIRGGGFVTGGTNFDAKTRRNSTDL EDIIIAHVSGMDAMARALENAAKLLQESPYTKMKKERYASFDSGIGKDFE DGKLTLEQVYEYGKKNGEPKQTSGKQELYEAIVAMYQ

For detection purposes, each gene was PCR amplified using a 3′ oligonucleotide that added a 6-HIS tag (SEQ ID NO: 138) onto the c-terminal end of each xylose isomerase gene. The oligonucleotides used for this purpose are set forth below.

Gene Primer Name Primer Sequence XI-R-hotrod 4329 On63 for (SEQ ID NO. 36) agttaagtgagtaaactagtgaattccagagaaaataaaacattgtttac aataga 4329-HIS REV (SEQ ID NO. 37) agtcaagtctcgagtcaatggtgatggtggtgatgcagagaaaataaaac attgtttac XI-R-native KAS/5-XI-RF-NATIVE (SEQ ID NO. 38) actagtatggaatttttcagcaatatcggtaaaattc KAS/3-XI-RF-NATIVE-HIS (SEQ ID NO. 39) ctcgagttacagactgaaaagaacgttatttacg XI-R-coop KAS/5-XI-RF-COOP (SEQ ID NO. 40) actagtatggaattcttctctaacattgg KAS/3-XI-RF-COOP-HIS (SEQ ID NO. 41) ctcgagttacaaagagaacaagacgttgttaacgatgg XI-P XI-P_Native FL 5′ (SEQ ID NO. 42) actagtaaaaaaatggctaaggaatatttcccacaaattcaaaag XI-P_Native FL 3′His-tag (SEQ ID NO. 43) atgactcgagctactaatgatgatgatgatgatgttggtacatggcaaca atagcttcg

Each xylose isomerase gene described above (plus or minus the HIS tag) was cloned into the yeast expression vector p426GPD (Mumberg et al., 1995, Gene 156: 119-122; obtained from ATCC #87361; PubMed: 7737504) using the SpeI and XhoI sites located at the 5′ and 3′ ends of each gene. Each of the bacterial vectors containing a xylose isomerase gene (with or without the 6-HIS c-terminal tag (SEQ ID NO: 138)) and the p426GPD yeast expression vector were digested with SpeI and XhoI. The generated fragments were gel extracted using a Qiagen gel purification kit (Qiagen, Valencia, Calif.), the p426GPD vector reaction was cleaned up using a Qiagen PCR purification kit. About 30 ng of each fragment was ligated to 50 ng of the p426GPD vector using T4 DNA ligase (Fermentas, Glen Burnie, Md.) in a 10 μl volume reaction overnight at 16° C. and transformed into NEB-5α competent cells (NEB, Ipswich, Mass.) and plated onto LB media with ampicillin (100 μg/ml). Constructs were confirmed by sequence analysis (GeneWiz, La Jolla, Calif.).

A haploid Saccharomyces cerevisiae strain (BY4742; ATCC catalog number 201389) was cultured in YPD media (10 g Yeast Extract, 20 g Bacto-Peptone, 20 g Glucose, 1 L total) at about 30° C. Separate aliquots of these cultured cells were transformed with a plasmid construct containing a xylose isomerase gene or with vector alone. Transformation was accomplished using the Zymo frozen yeast transformation kit (Catalog number T2001; Zymo Research Corp., Orange, Calif. 92867). To about 50 μl of cells was added approximately 0.5-1 μg plasmid DNA and the cells were cultured on SC drop out media with glucose minus uracil (about 20 g glucose; about 2.21 g SC drop-out mix [described below], about 6.7 g yeast nitrogen base, all in about 1 L of water); this mixture was cultured for 2-3 days at about 30° C.

SC drop-out mix contained the following ingredients (Sigma); all indicated weights are approximate:

0.4 g Adenine hemisulfate 3.5 g Arginine   1 g Glutamic Acid 0.433 g  Histidine 0.4 g Myo-Inositol 5.2 g Isoleucine 2.63 g  Leucine 0.9 g Lysine 1.5 g Methionine 0.8 g Phenylalanine 1.1 g Serine 1.2 g Threonine 0.8 g Tryptophan 0.2 g Tyrosine 1.2 g Valine

For expression and activity analysis, cultures expressing the various xylose isomerase wild type and variant gene constructs were grown in about 100 ml SC-Dextrose (2%) at about 30° C. to an OD600 of about 4.0.

S. cerevisiae cultures were lysed using YPER-Plus reagent (Thermo Scientific, San Diego, Calif.; catalog number 78999) according to the manufacturer's instructions. Quantification of the lysates was performed using the Coomassie-Plus kit (Thermo Scientific, San Diego, Calif.; Catalog number 23236) as directed by the manufacturer. About 5-10 μg of total cell extract was used for SDS-gel [NuPage 4-12% Bis-Tris gels (Life Technologies, Carlsbad, Calif.)] and native gel electrophoresis and for native Western blot analyses.

SDS-PAGE gels were run according to the manufacturer's recommendation using NuPage MES-SDS Running Buffer at 1× concentration with the addition of NuPage antioxidant into the cathode chamber at a 1× concentration. Novex Sharp Protein Standards (Life Technologies, Carlsbad, Calif.) were used as standards. For Western analysis, gels were transferred onto a nitrocellulose membrane (0.45 micron, Thermo Scientific, San Diego, Calif.) using Western blotting filter paper (Thermo Scientific) using a Bio-Rad Mini Trans-Blot Cell (BioRad, Hercules, Calif.) system for approximately 90 minutes at 40V. Following transfer, the membrane was washed in 1×PBS (EMD, San Diego, Calif.), 0.05% Tween-20 (Fisher Scientific, Fairlawn, N.J.) for 2-5 minutes with gentle shaking. The membrane was blocked in 3% BSA dissolved in 1×PBS and 0.05% Tween-20 at room temperature for about 2 hours with gentle shaking. The membrane was washed once in 1×PBS and 0.05% Tween-20 for about 5 minutes with gentle shaking. The membrane was then incubated at room temperature with the 1:5000 dilution of primary antibody (Ms mAB to 6×His Tag (SEQ ID NO: 138), AbCam, Cambridge, Mass.) in 0.3% BSA (Fraction V, EMD, San Diego, Calif.) dissolved in 1×PBS and 0.05% Tween-20 with gentle shaking. Incubation was allowed to proceed for about 1 hour with gentle shaking. The membrane was then washed three times for 5 minutes each with 1×PBS and 0.05% Tween-20 with gentle shaking. The secondary antibody [Dnk pAb to Ms IgG (HRP), AbCam, Cambridge, Mass.] was used at 1:15000 dilution in 0.3% BSA and allowed to incubate for about 90 minutes at room temperature with gentle shaking. The membrane was washed three times for about 5 minutes using 1×PBS and 0.05% Tween-20 with gentle shaking. The membrane was then incubated with 5 ml of Supersignal West Pico Chemiluminescent substrate (Thermo Scientific, San Diego, Calif.) for 1 minute and then was exposed to a phosphorimager (Bio-Rad Universal Hood II, Bio-Rad, Hercules, Calif.) for about 10-100 seconds.

The results are shown in FIG. 7. As can be seen, the wild type R. flavefaciens xylose isomerase gene protein and the wild type Piromyces xylose isomerase gene are both expressed in the soluble fraction of the cells. The expected size of the xylose isomerase R. flavefaciens polypeptide is approximately 49.8 kDa.

Example 10 In Vitro Xylose Isomerase Activity Assays

Enzyme assays of the various xylose isomerase variants were performed according to Kuyper et al. (FEMS Yeast Res., 4:69 [2003]) with a few modifications. Approximately 20 μg of soluble whole cell extract from each transformed cell line, prepared using Y-PER plus reagent as described above, was incubated in a solution containing about 100 mM Tris, pH 7.5, 10 mM MgCl

2, 0.15 mM NADH (Sigma, St. Louis, Mo.), and 2 U Sorbitol Dehydrogenase (SDH) (Roche, Indianapolis, Ind.) at about 30° C. To start the reaction, about 100 μl of xylose was added at various final concentrations of about 40 to about 500 mM. A Beckman DU-800 spectrophotometer was utilized with an Enzyme Mechanism software package (Beckman Coulter, Inc, Brea, Calif.), and the change in the A340 was monitored for 2-3 minutes. Assays were repeated as described above in the absence and in the presence of about 0 to about 50 mM xylitol, an inhibitor of xylose isomerase, in order to determine the K. Regular assays (no xylitol) were done independently about 5 to 10 times over the entire range of xylose concentrations and 2 times in the presence of the entire range of xylitol concentrations. The results are set forth in the table below.

Specific Activity Enzyme K_(m) (mM) (μmol min−1 mg−1) K_(i) (mM xylitol) Piromyces xylose 49 2.02 4.79 isomerase Ruminococcus 82.12 1.718 43.64 wild type xylose isomerase Ruminococcus 103 1.31 ND “hot rod” xylose isomerase Ruminococcus 100 1.61 ND “codon optimized” xylose isomerase

Example 11 Construction of Ruminococcus Xylose Isomerase Chimeric Variants

Several xylose isomerase gene variants were designed and constructed in which 6 adenosine bases were added to each variant directly 5′ of the ATG “start” codon. Additionally, 15, 20, 45 or 60 base pairs of the 5′ end of the Ruminococcus xylose isomerase gene were replaced with various portions of the 5′ end of the Piromyces xylose isomerase gene to create “chimeric” or “hybrid” xylose isomerase genes. Diagrams representative of non-limiting xylose isomerase chimeric variant gene embodiments is shown in FIG. 8.

PCR amplification was used to generate novel chimeric constructs. For all PCR reactions, approximately 0.2 μmol of each oligonucleotide was added to 25-30 ng of the appropriate purified DNA template with 0.2 mM dNTPs (5′ and 3′), 1×Pfu Ultra II buffer and 1 unit (U) Pfu Ultra II polymerase (Agilent). The PCR reactions were thermocycled as follows; 95° C. for 10 minutes, followed by 30 cycles of 95° C. for 10 sec, 58° C. for 30 sec, and 72° C. for 30 seconds. A 5 minute 72° C. extension reaction completed the amplification rounds.

Oligo Name Sequence 5′ Oligonucleotides: KAS/XI-R- actagtaaaaaaATGGAATTTTTCAGCAATATCGGTAAAATTC (SEQ ID 6A NO. 44) KAS/XI-R- actagtaaaaaaatggctaaggaatatTTCAGCAATATCGGTAAAATTCAG (SEQ P1-5 ID NO. 45) KAS/XI-R- ttcccacaaattcaaAAAATTCAGTATCAGGGACCAAAAAG (SEQ ID NO. P6-10 46) KAS/XI-R- ACTAGTaaaaaaatggctaaggaatatttcccacaaattcaaAAAATTCAGTATCAGG P1-10 GACCAAAAAG (SEQ ID NO. 47) KAS/XI-R- aagattaagttcgaaGGACCAAAAAGTACTGATCCTCTCTC (SEQ ID NO. P11-15 48) KAS/XI-R- ttcccacaaattcaa aagattaagttcgaaGGACCAAAAAGTACTGATCCTCTCT P6-15 C (SEQ ID NO. 49) KAS/XI-R- ACTAGTaaaaaaatggctaaggaatatttcccacaaattcaa aagattaagttc (SEQ ID P1-15 NO. 50) KAS/XI-R- ggtaaggattctaagGATCCTCTCTCATTTAAGTACTATAACCCTG (SEQ ID P16-20 NO. 51) KAS/XI-R- caaaagattaagttcgaa ggtaaggattctaagGATCCTCTCTCATTTAAGTAC P10-20 (SEQ ID NO. 52) 3′-Oligonucleotides: KAS/3-XI-RF-NATIVE (SEQ ID NO. 53) ctcgagttacagactgaaaagaacgttatttacg KAS/3-XI-RF-NATIVE-HIS (SEQ ID NO. 54) ctcgagttacagactgaaaagaacgttatttacg

The novel XI-R constructs were generated using PCR with the relevant primers and template gene. The 5′ primer KAS/XI-R-6A and either 3′ primer KAS/3-XI-RF-NATIVE or 3′ primer KAS/3-XI-RF-NATIVE-HIS were used in combination with the full length native Ruminococcus xylose isomerase (XI-R) gene to generate the constructs referred to as “XI-Rf-6A” and “XI-Rf-6AHis”.

To generate the chimeric XI-Rp5 gene, the 5′ primer KAS/XI-R-P1-5 and either 3′ primer KAS/3-XI-RF-NATIVE or 3′ primer KAS/3-XI-RF-NATIVE-HIS were used in combination with the full length native xylose isomerase Ruminococcus gene. The chimeric XI-Rp5 gene includes the first 5 amino acids of the Piromyces xylose isomerase (XI-P) polypeptide followed by amino acids 6 to 1323 of the native Ruminococcus xylose isomerase.

To generate the chimeric XI-Rp10 gene, the 5′ primer KAS/XI-R-P6-10 and 3′ primer KAS/3-XI-RF-NATIVE were first used to add nucleotides 16-30 from the XI-P gene to the 5′ end of the XI-R gene keeping the remainder of the XI-R gene in-frame. The chimeric XI-Rp10 gene includes the first 10 amino acids of the Piromyces xylose isomerase followed by amino acids 11 to 438 of the Ruminococcus xylose isomerase. Following PCR purification of the resulting XI-Rp6-10 amplified product, 5′ primer KAS/XI-R-P1-10 and either the 3′ primer KAS/3-XI-RF-NATIVE or the 3′ primer KAS/3-XI-RF-NATIVE-HIS oligonucleotides were used to add additional sequences.

To generate the chimeric XI-Rp15 gene, the 5′ primer KAS/XI-R-P11-15 and 3′ primer KAS/3-XI-RF-NATIVE were first used on the XI-Rp10 construct to add nucleotides 16 to 45 from the XI-P gene to the 5′ end of the XI-R native gene. The chimeric XI-Rp15 gene includes the first 15 amino acid of the Piromyces xylose isomerase followed by amino acids 16 to 438 of the Ruminococcus xylose isomerase. Following PCR purification of the resulting XI-Rp6-15 amplified product, 5′ primer KAS/XI-R-P1-15 either 3′ primer KAS/3-XI-RF-NATIVE or 3′ primer KAS/3-XI-RF-NATIVE-HIS oligonucleotides were used to add additional sequences.

To generate the chimeric XI-Rp20 gene, the 5′ primer KAS/XI-R-P10-20 and 3′ primer KAS/3-XI-RF-NATIVE were used on the XI-Rp15 construct to add nucleotides 30-60 to the 5′ end of the XI-R native gene. The chimeric XI-Rp20 gene includes the first 20 amino acids of the Piromyces xylose isomerase followed by amino acids 21 to 438 of the Ruminococcus xylose isomerase. Following PCR purification of the resulting XI-Rp10-20 amplified product, 5′ primer KAS/XI-R-P1-15 and either 3′ primer KAS/3-XI-RF-NATIVE or 3′ primer KAS/3-XI-RF-NATIVE-HIS oligonucleotides were used to add additional sequences.

Each of the novel chimeric xylose isomerase genes (with and without the c-terminal 6-HIS tag (SEQ ID NO: 138)) were cloned into the bacterial cloning vector pCR Blunt II TOPO (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations. Following sequence verification (GeneWiz, La Jolla, Calif.), the approximate 1330 bp SpeI-XhoI fragment from each construct was subcloned into the yeast expression vector p426GPD by first extracting each fragment from a gel slice using a gel purification kit (Qiagen, Valencia, Calif.), and then preparing the p426GPD vector for ligation by purifying it using a PCR purification kit (Qiagen, Valencia, Calif.), according to the manufacturer's instructions. About 30 ng of each of the chimeric genes was separately ligated to about 50 ng of the p426GPD vector using T4 DNA ligase (Fermentas, Glen Burnie, Md.) in a 10 μl volume reaction overnight at about 16° C., followed by transformation using standard protocols into NEB-5α competent cells (NEB, Ipswich, Mass.). The transformed cell culture was plated onto LB media with ampicillin (100 μg/ml). The constructs containing the chimeric genes were confirmed by sequence analysis (GeneWiz, La Jolla, Calif.).

A haploid Saccharomyces cerevisiae strain (BY4742; ATCC catalog number 201389) was cultured in YPD media (10 g Yeast Extract, 20 g Bacto-Peptone, 20 g Glucose, 1 L total) at about 30° C. Separate aliquots of these cultured cells were transformed with plasmid constructs containing the novel xylose isomerase chimeric genes as well as with the Piromyces and Ruminococcus native gene constructs described herein. Transformation was performed using the Zymo frozen yeast transformation kit (Catalog number T2001; Zymo Research Corp., Orange, Calif. 92867). Approximately about 0.5 μg to about 1 μg plasmid DNA was added to about 50 μl of cells, and the transformed cells were cultured on SC drop out media with glucose minus uracil (e.g., about 20 g glucose; about 2.21 g SC drop-out mix], about 6.7 g yeast nitrogen base, per 1 L of water) for 2-3 days at about 30° C.

S. cerevisiae cultures were lysed using YPER-Plus reagent (Thermo Scientific, San Diego, Calif.; catalog number 78999) according to the manufacturer's instructions. Quantification of the lysates was performed using the Coomassie-Plus kit (Thermo Scientific, San Diego, Calif., catalog number 23236) as directed by the manufacturer. About 5 to 10 μg of total cell extract was used for SDS-gel (NuPage 4-12% Bis-Tris gels, Life Technologies, Carlsbad, Calif.) and native gel electrophoresis and Western blot analyses. SDS-PAGE gels were run according to the manufacturer's recommendation using NuPage MES-SDS Running Buffer (Life Technologies, Carlsbad, Calif.) at 1× concentration with the addition of NuPage antioxidant to the cathode chamber at a 1× concentration. Novex Sharp Protein Standards (Life Technologies, Carlsbad, Calif.) were used as standards.

For Western analysis, gels were transferred onto a nitrocellulose membrane (0.45 micron, Thermo Scientific, San Diego, Calif.) using Western blotting filter paper (Thermo Scientific) using a Bio-Rad Mini Trans-Blot Cell (BioRad, Hercules, Calif.) system for approximately 90 minutes at 40V. Following transfer, the membrane was washed in 1×PBS (EMD, San Diego, Calif.), 0.05% Tween-20 (Fisher Scientific, Fairlawn, N.J.) for 2-5 minutes with gentle shaking. The membrane was blocked in about 3% BSA dissolved in 1×PBS and 0.05% Tween-20 at room temperature for about 2 hours with gentle shaking. The membrane was washed once in 1×PBS and 0.05% Tween-20 for about 5 minutes with gentle shaking. The membrane was then incubated at room temperature with an approximately 1:5000 dilution of primary antibody (anti-His mouse monoclonal antibody , AbCam, Cambridge, Mass.) in about 0.3% BSA (Fraction V, EMD, San Diego, Calif.) dissolved in 1×PBS and 0.05% Tween-20 with gentle shaking. Incubation was allowed to proceed for about 1 hour with gentle shaking. The membrane was then washed three times for about 5 minutes each with 1×PBS and 0.05% Tween-20 with gentle shaking. The secondary antibody (donkey anti mouse IgG polyclonal antibody linked to horse radish peroxidase, AbCam, Cambridge, Mass.) was used at about a 1:15000 dilution in 0.3% BSA and allowed to incubate for about 90 minutes at room temperature with gentle shaking. The membrane was washed three times for about 5 minutes each time using 1×PBS and 0.05% Tween-20 with gentle shaking. The membrane was then incubated with 5 ml of Supersignal West Pico Chemiluminescent substrate (Thermo Scientific, San Diego, Calif.) for 1 minute and then was exposed to a phosphorimager (Bio-Rad Universal Hood II, Bio-Rad, Hercules, Calif.) for about 10-100 seconds. The expected size of the chimeric xylose isomerase constructs is approximately 49.8 kDa. The expected size of the xylose isomerase protein is approximately 50.2 kDa. The results of Western blot analysis are shown in FIG. 9. For each protein 2 lanes were run: T=total protein from whole cell extract, S=soluble portion of the whole cell extract.

As can be seen in FIG. 9, adding 6 adenosine bases directly upstream of the 5′ end of the xylose isomerase Ruminococcus wild type gene did not improve expression of the polypeptide. However, replacing the 5′ end of the Ruminococcus wild type xylose isomerase gene with 15, 30 or 45 of the 5′ base pairs of the Piromyces wild type xylose isomerase gene improved expression of the enzyme.

Enzyme assays of the various novel xylose isomerase chimeric polypeptides were performed according to Kuyper et al. (FEMS Yeast Res., 4:69 [2003]) with a few modifications as described above. Approximately 20 μg of soluble whole cell extract from each transformed cell line was prepared using Y-PER plus reagent as described above was incubated in a solution containing about 100 mM Tris, pH 7.5, 10 mM MgCl₂, 0.15 mM NADH (Sigma, St. Louis, Mo.), and 2 U sorbitol dehydrogenase (SDH) (Roche, Indianapolis, Ind.) at about 30° C. To start the reaction, about 100 μl of xylose was added at various final concentrations of 40-500 mM. A Beckman DU-800 spectrophotometer was utilized with an Enzyme Mechanism software package (Beckman Coulter, Inc, Brea, Calif.), and the change in the A340 was monitored for 2-3 minutes. The results of the assays are set forth in the table below.

K_(m) Specific Activity (μmol K_(i) (mM Enzyme (mM) min−1 mg−1) xylitol) XI-P 49 2.02 4.79 XI-Rnative 82.12 1.72 43.64 XI-Rp5 66.5 1.45 ND XI-Rp10 75.8 2.10 ND XI-Rp15 49.3 1.53 ND

The results indicate that substituting 30 base pairs of DNA from the 5′ end of the Ruminococcus xylose isomerase gene with the first 15 base pairs of the Piromyces wild type xylose isomerase gene increased both the specific activity and the expression level to a level comparable to that of the wild type Piromyces xylose isomerase. The DNA and amino acid sequence for each chimeric gene is set forth below as SEQ ID NOs. 55 to 62. Small, bold “a” nucleotides indicated the 6 added adenosines. Large capital bold “A, T, G or C” nucleotides indicate the portion of the chimeric sequences donated by Piromyces and combined with the Ruminococcus sequence (e.g., small non-bold nucleotides).

SEQ ID NO. 55: XI-Rp5 DNA aaaaaaATGGCTAAGGAATATTTCAGCAATATCGGTAAAATTCAGTATCAGGGACCAAAAA GTACTGATCCTCTCTCATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGC GCGAGCATCTGAAGTTCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATAT GTTCGGCTGCGGCACAACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAA GGCTAAGGTTGACGCAGCATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCC ACGATCGCGATCTTTCTCCCGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATA GTTACAGACTATATCAAGGAGAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAA AGTGCTTCGATCATCCAAGATTCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTC GCTTTCTCAGCTGCTCAGATCAAGAAGGCTCTGGAGTCAACAGTAAAGCTCGGCGGTAACG GTTACGTTTTCTGGGGCGGACGTGAAGGCTATGAGACACTTCTTAATACAAATATGGGACTC GAACTCGACAATATGGCTCGTCTTATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTT CAAGGGCGACTTCTATATCGAGCCCAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTC GATACAGCTACTGTTCTGGGATTCCTCAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAA TATCGAAGCTAACCACGCTACACTTGCTCAGCATACATTCCAGCATGAGCTCCGTGTTGCAA GAGACAATGGTGTGTTCGGTTCTATCGACGCAAACCAGGGCGACGTTCTTCTTGGATGGGA TACAGACCAGTTCCCCACAAATATCTACGATACAACAATGTGTATGTATGAAGTTATCAAGGC AGGCGGCTTCACAAACGGCGGTCTCAACTTCGACGCTAAGGCACGCAGAGGGAGCTTCACT CCCGAGGATATCTTCTACAGCTATATCGCAGGTATGGATGCATTTGCTCTGGGCTTCAGAGC TGCTCTCAAGCTTATCGAAGACGGACGTATCGACAAGTTCGTTGCTGACAGATACGCTTCAT GGAATACCGGTATCGGTGCAGACATAATCGCAGGTAAGGCAGATTTCGCATCTCTTGAAAAG TATGCTCTTGAAAAGGGCGAGGTTACAGCTTCACTCTCAAGCGGCAGACAGGAAATGCTGG AGTCTATCGTAAATAACGTTCTTTTCAGTCTGTAA SEQ ID NO. 56: XI-Rp5 Polypeptide MAKEYFSNIGKIQYQGPKSTDPLSFKYYNPEEVINGKTMREHLKFALSWWHTMGGDGT DMFGCGTTDKTWGQSDPAARAKAKVDAAFEIMDKLSIDYYCFHDRDLSPEYGSLKATN DQLDIVTDYIKEKQGDKFKCLWGTAKCFDHPRFMHGAGTSPSADVFAFSAAQIKKALES TVKLGGNGYVFWGGREGYETLLNTNMGLELDNMARLMKMAVEYGRSIGFKGDFYIEP KPKEPTKHQYDFDTATVLGFLRKYGLDKDFKMNIEANHATLAQHTFQHELRVARDNGV FGSIDANQGDVLLGWDTDQFPTNIYDTTMCMYEVIKAGGFTNGGLNFDAKARRGSFTP EDIFYSYIAGMDAFALGFRAALKLIEDGRIDKFVADRYASWNTGIGADIIAGKADFASLEK YALEKGEVTASLSSGRQEMLESIVNNVLFSL SEQ ID NO. 57: XI-Rp10 DNA aaaaaaaTGGCTAAGGAATATTTCCCACAAATTCAACAGTATCAGGGACCAAAAAGTACT GATCCTCTCTCATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGCGCGA GCATCTGAAGTTCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATATGTTC GGCTGCGGCACAACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAAGGCT AAGGTTGACGCAGCATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCCACGAT CGCGATCTTTCTCCCGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATAGTTAC AGACTATATCAAGGAGAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAAAGTGC TTCGATCATCCAAGATTCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTCGCTTTC TCAGCTGCTCAGATCAAGAAGGCTCTGGAGTCAACAGTAAAGCTCGGCGGTAACGGTTACG TTTTCTGGGGCGGACGTGAAGGCTATGAGACACTTCTTAATACAAATATGGGACTCGAACTC GACAATATGGCTCGTCTTATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTTCAAGGG CGACTTCTATATCGAGCCCAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTCGATACAG CTACTGTTCTGGGATTCCTCAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAATATCGAA GCTAACCACGCTACACTTGCTCAGCATACATTCCAGCATGAGCTCCGTGTTGCAAGAGACAA TGGTGTGTTCGGTTCTATCGACGCAAACCAGGGCGACGTTCTTCTTGGATGGGATACAGAC CAGTTCCCCACAAATATCTACGATACAACAATGTGTATGTATGAAGTTATCAAGGCAGGCGG CTTCACAAACGGCGGTCTCAACTTCGACGCTAAGGCACGCAGAGGGAGCTTCACTCCCGAG GATATCTTCTACAGCTATATCGCAGGTATGGATGCATTTGCTCTGGGCTTCAGAGCTGCTCT CAAGCTTATCGAAGACGGACGTATCGACAAGTTCGTTGCTGACAGATACGCTTCATGGAATA CCGGTATCGGTGCAGACATAATCGCAGGTAAGGCAGATTTCGCATCTCTTGAAAAGTATGCT CTTGAAAAGGGCGAGGTTACAGCTTCACTCTCAAGCGGCAGACAGGAAATGCTGGAGTCTA TCGTAAATAACGTTCTTTTCAGTCTGTAA SEQ ID NO. 58: XI-Rp10 Polypeptide MAKEYFPQIQQYQGPKSTDPLSFKYYNPEEVINGKTMREHLKFALSWWHTMGGDGTD MFGCGTTDKTWGQSDPAARAKAKVDAAFEIMDKLSIDYYCFHDRDLSPEYGSLKATND QLDIVTDYIKEKQGDKFKCLWGTAKCFDHPRFMHGAGTSPSADVFAFSAAQIKKALEST VKLGGNGYVFWGGREGYETLLNTNMGLELDNMARLMKMAVEYGRSIGFKGDFYIEPK PKEPTKHQYDFDTATVLGFLRKYGLDKDFKMNIEANHATLAQHTFQHELRVARDNGVF GSIDANQGDVLLGWDTDQFPTNIYDTTMCMYEVIKAGGFTNGGLNFDAKARRGSFTPE DIFYSYIAGMDAFALGFRAALKLIEDGRIDKFVADRYASWNTGIGADIIAGKADFASLEKY ALEKGEVTASLSSGRQEMLESIVNNVLFSL SEQ ID NO. 59: XI-Rp15 DNA aaaaaaaTGGCTAAGGAATATTTCCCACAAATTCAAAAGATTAAGTTCGAAAAAAGTA CTGATCCTCTCTCATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGCGC GAGCATCTGAAGTTCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATATGT TCGGCTGCGGCACAACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAAGG CTAAGGTTGACGCAGCATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCCAC GATCGCGATCTTTCTCCCGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATAGT TACAGACTATATCAAGGAGAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAAAG TGCTTCGATCATCCAAGATTCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTCGC TTTCTCAGCTGCTCAGATCAAGAAGGCTCTGGAGTCAACAGTAAAGCTCGGCGGTAACGGTT ACGTTTTCTGGGGCGGACGTGAAGGCTATGAGACACTTCTTAATACAAATATGGGACTCGAA CTCGACAATATGGCTCGTCTTATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTTCAA GGGCGACTTCTATATCGAGCCCAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTCGAT ACAGCTACTGTTCTGGGATTCCTCAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAATAT CGAAGCTAACCACGCTACACTTGCTCAGCATACATTCCAGCATGAGCTCCGTGTTGCAAGAG ACAATGGTGTGTTCGGTTCTATCGACGCAAACCAGGGCGACGTTCTTCTTGGATGGGATACA GACCAGTTCCCCACAAATATCTACGATACAACAATGTGTATGTATGAAGTTATCAAGGCAGG CGGCTTCACAAACGGCGGTCTCAACTTCGACGCTAAGGCACGCAGAGGGAGCTTCACTCCC GAGGATATCTTCTACAGCTATATCGCAGGTATGGATGCATTTGCTCTGGGCTTCAGAGCTGC TCTCAAGCTTATCGAAGACGGACGTATCGACAAGTTCGTTGCTGACAGATACGCTTCATGGA ATACCGGTATCGGTGCAGACATAATCGCAGGTAAGGCAGATTTCGCATCTCTTGAAAAGTAT GCTCTTGAAAAGGGCGAGGTTACAGCTTCACTCTCAAGCGGCAGACAGGAAATGCTGGAGT CTATCGTAAATAACGTTCTTTTCAGTCTGTAA SEQ ID NO. 60: XI-Rp15 Polypeptide MAKEYFPQIQKIKFEKSTDPLSFKYYNPEEVINGKTMREHLKFALSWWHTMGGDGTDM FGCGTTDKTWGQSDPAARAKAKVDAAFEIMDKLSIDYYCFHDRDLSPEYGSLKATNDQ LDIVTDYIKEKQGDKFKCLWGTAKCFDHPRFMHGAGTSPSADVFAFSAAQIKKALESTV KLGGNGYVFWGGREGYETLLNTNMGLELDNMARLMKMAVEYGRSIGFKGDFYIEPKP KEPTKHQYDFDTATVLGFLRKYGLDKDFKMNIEANHATLAQHTFQHELRVARDNGVFG SIDANQGDVLLGWDTDQFPTNIYDTTMCMYEVIKAGGFTNGGLNFDAKARRGSFTPED IFYSYIAGMDAFALGFRAALKLIEDGRIDKFVADRYASWNTGIGADIIAGKADFASLEKYA LEKGEVTASLSSGRQEMLESIVNNVLFSL SEQ ID NO. 61: XI-Rp20 DNA aaaaaaTGGCTAAGGAATATTTCCCACAAATTCAAAAGATTAAGTTCGAAGGTAAG GATTCTAAGCTCTCATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGC GCGAGCATCTGAAGTTCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATAT GTTCGGCTGCGGCACAACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAA GGCTAAGGTTGACGCAGCATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCC ACGATCGCGATCTTTCTCCCGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATA GTTACAGACTATATCAAGGAGAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAA AGTGCTTCGATCATCCAAGATTCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTC GCTTTCTCAGCTGCTCAGATCAAGAAGGCTCTGGAGTCAACAGTAAAGCTCGGCGGTAACG GTTACGTTTTCTGGGGCGGACGTGAAGGCTATGAGACACTTCTTAATACAAATATGGGACTC GAACTCGACAATATGGCTCGTCTTATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTT CAAGGGCGACTTCTATATCGAGCCCAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTC GATACAGCTACTGTTCTGGGATTCCTCAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAA TATCGAAGCTAACCACGCTACACTTGCTCAGCATACATTCCAGCATGAGCTCCGTGTTGCAA GAGACAATGGTGTGTTCGGTTCTATCGACGCAAACCAGGGCGACGTTCTTCTTGGATGGGA TACAGACCAGTTCCCCACAAATATCTACGATACAACAATGTGTATGTATGAAGTTATCAAGGC AGGCGGCTTCACAAACGGCGGTCTCAACTTCGACGCTAAGGCACGCAGAGGGAGCTTCACT CCCGAGGATATCTTCTACAGCTATATCGCAGGTATGGATGCATTTGCTCTGGGCTTCAGAGC TGCTCTCAAGCTTATCGAAGACGGACGTATCGACAAGTTCGTTGCTGACAGATACGCTTCAT GGAATACCGGTATCGGTGCAGACATAATCGCAGGTAAGGCAGATTTCGCATCTCTTGAAAAG TATGCTCTTGAAAAGGGCGAGGTTACAGCTTCACTCTCAAGCGGCAGACAGGAAATGCTGG AGTCTATCGTAAATAACGTTCTTTTCAGTCTGTAA SEQ ID NO. 62: XI-Rp20 Polypeptide MAKEYFPQIQKIKFEGKDSKLSFKYYNPEEVINGKTMREHLKFALSWWHTMGGDGTDM FGCGTTDKTWGQSDPAARAKAKVDAAFEIMDKLSIDYYCFHDRDLSPEYGSLKATNDQ LDIVTDYIKEKQGDKFKCLWGTAKCFDHPRFMHGAGTSPSADVFAFSAAQIKKALESTV KLGGNGYVFWGGREGYETLLNTNMGLELDNMARLMKMAVEYGRSIGFKGDFYIEPKP KEPTKHQYDFDTATVLGFLRKYGLDKDFKMNIEANHATLAQHTFQHELRVARDNGVFG SIDANQGDVLLGWDTDQFPTNIYDTTMCMYEVIKAGGFTNGGLNFDAKARRGSFTPED IFYSYIAGMDAFALGFRAALKLIEDGRIDKFVADRYASWNTGIGADIIAGKADFASLEKYA LEKGEVTASLSSGRQEMLESIVNNVLFSL

Example 12 Production of Additional Xylose Isomerase Variants

A series of specific point mutations were made to the “hot rod” Ruminococcus xylose isomerase gene using site-directed mutagenesis. The particular point mutations that were generated are set forth in the table below.

W136F F184S G179A G179A F184S W136F G179A F184S W1361 G179A F184S W136S G179A F184S F87L W136F G179A F184S F87M W136F G179A F184S F87L W136F G179A F184S V214G G179S F184A F85S W136F G179A F184A V214G Q273T F85S W136F G179A F184A V214 D257A W136F G179A F184A W136F G179A F184S D257E

Site directed mutagenesis was performed as follows: About 50 ng of template DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol of the relevant mutagenesis primers depending on the mutant being constructed and 1 U Pfu Ultra 11 polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The sequence of the mutagenesis primers used is set forth in the table below. The “hot rod” Ruminococcus xylose isomerase gene was used as the template DNA for constructing single point mutation variants. Previously engineered mutants sometimes were used as “template” DNA to generate other mutants. The sequence of the oligonucleotides used to prepare each mutant is indicated in the table below. Each reaction was PCR cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 5 minutes. A final 5 minute extension reaction at 72° C. was also included. Following PCR, 1.5 μl of Dpnl (NEB, Ipswich, Mass.) was added and allowed to digest the reaction mixture for 1 to 1.5 hours at 37° C. 5 μl of this mixture was then used to transform NEB-5a cells (NEB, Ipswich, Mass.) and plated onto LB media with ampicillin (100 μg/ml). (Table below discloses SEQ ID NOS 229-256, respectively, in order of appearance)

GGCGACAAGTTCAAGTGCCTCTTCGGTACAGCAAAG W136F_Forward CTTTGCTGTACCGAAGAGGCACTTGAACTTGTCGCC W136F_Reverse TCGGCGGTAACGGTTACGTTAGCTGGGGCGGAC F184S_Forward GTCCGCCCCAGCTAACGTAACCGTTACCGCCGA F184S_Reverse AACAGTAAAGCTCGGCGCTAACGGTTACGTTTTCT G179A_Forward AGAAAACGTAACCGTTAGCGCCGAGCTTTACTGTT G179A_Reverse AACAGTAAAGCTCGGCGCTAACGGTTACGTTAGCTGGGGCGGAC G179A-F184S_Forward GTCCGCCCCAGCTAACGTAACCGTTAGCGCCGA G179A-F184S_Reverse GCTAAGGTTGACGCAGCAATGGAGATCATGGATAAGCTC F85M_Forward GAGCTTATCCATGATCTCCATTGCTGCGTCAACCTTAGC F85M_Reverse CTAAGGTTGACGCAGCATTAGAGATCATGGATAAGCTC F85L_Forward GAGCTTATCCATGATCTCTAATGCTGCGTCAACCTTAG F85L_Reverse AGCTAACCACGCTACACTTGCTACGCATACATTCCAGCATG Q273T_Forward CATGCTGGAATGTATGCGTAGCAAGTGTAGCGTGGTTAGCT Q273T_Reverse GCGACAAGTTCAAGTGCCTCATAGGTACAGCAAAGTGCTTCGA W136I_Forward TCGAAGCACTTTGCTGTACCTATGAGGCACTTGAACTTGTCGC W136I_Reverse GCGACAAGTTCAAGTGCCTCTCGGGTACAGCAA W136S_Forward TTGCTGTACCCGAGAGGCACTTGAACTTGTCGC W136S_Reverse GCTAACCACGCTACACTTGCTGGTCATACATTCCAGCAT Q273G_Forward ATGCTGGAATGTATGACCAGCAAGTGTAGCGTGGTTAGC Q273G_Reverse CCTCAGAAAGTACGGTCTCGCTAAGGATTTCAAGATGAATA D257A_Forward TATTCATCTTGAAATCCTTAGCGAGACCGTACTTTCTGAGG D257A_Reverse CCTCAGAAAGTACGGTCTCGAGAAGGATTTCAAGATGAATATC D257E_Forward GATATTCATCTTGAAATCCTTCTCGAGACCGTACTTTCTGAGG D257E_Reverse GTCTTATGAAGATGGCTGGTGAGTATGGACGTTCGAT V214G Forward ATCGAACGTCCATACTCACCAGCCATCTTCATAAGAC V214G Reverse GTCAACAGTAAAGCTCGGCAGTAACGGTTACGTTAGCTGG G179S_Forward CCAGCTAACGTAACCGTTACTGCCGAGCTTTACTGTTGAC G179S_Reverse

Following sequence verification (GeneWiz, La Jolla, Calif.), the approximate 1330 bp SpeI-XhoI fragment from each construct was subcloned into the yeast expression vector p426GPD by first gel extracting each fragment using a Qiagen gel purification kit (Qiagen, Valencia, Calif.), and then preparing the p426GPD vector for ligation by purifying it using a Qiagen PCR purification kit according to the manufacturer's instructions. About 30 ng of each of the chimeric genes was separately ligated to about 50 ng of the p426GPD vector using T4 DNA ligase followed by transformation using known protocols into NEB-5a competent cells (NEB, Ipswich, Mass.). The transformed cells were plated onto LB media with ampicillin (100 μg/ml). Constructs containing the chimeric genes were confirmed by sequence analysis (GeneWiz, La Jolla, Calif.).

A haploid Saccharomyces cerevisiae strain (BY4742; ATCC catalog number 201389) was cultured in YPD media (10 g Yeast Extract, 20 g Bacto-Peptone, 20 g Glucose, 1 L total) at about 30° C. Separate aliquots of these cultured cells were transformed with a plasmid constructs containing the novel xylose isomerase chimeric genes as well as with the Piromyces and Ruminococcus native gene constructs made above. Transformation was accomplished using the Zymo frozen yeast transformation kit (Catalog number T2001; Zymo Research Corp., Orange, Calif. 92867). To about 50 μl of cells was added approximately 0.5-1 μg plasmid DNA and the cells were cultured on SC drop out media with glucose minus uracil (about 20 g glucose; about 2.21 g SC drop-out mix, about 6.7 g yeast nitrogen base, all in about 1 L of water); this mixture was cultured for 2-3 days at about 30° C.

Assays of the various novel xylose isomerase point mutation polypeptides were performed according to Kuyper et al. (FEMS Yeast Res., 4:69 [2003]) with a few modifications as described above. Approximately 20 μg of soluble whole cell extract from each transformed cell line was prepared using Y-PER plus reagent as described above was incubated in a solution containing about 100 mM Tris, pH 7.5, 10 mM MgCl

2, 0.15 mM NADH (Sigma, St. Louis, Mo.), and 2 U Sorbitol Dehydrogenase (SDH) (Roche, Indianapolis, Ind.) at about 30° C. To start the reaction, about 100 μl of xylose was added at various final concentrations of 40-500 mM. A Beckman DU-800 spectrophotometer was utilized with an Enzyme Mechanism software package (Beckman Coulter, Inc, Brea, Calif.), and the change in the A₃₄₀ was monitored for 2-3 minutes. The results of the assays are shown in FIG. 10.

Mutant G179A had the highest activity as compared to the Ruminococcus wild type xylose isomerase, as shown in FIG. 10. The kinetics of the G179A mutant were further analyzed using kinetic assays described herein, adding various concentrations of xylose ranging from about 40 to about 500 mM. The results of the kinetic assays, shown below, for the G179A mutant illustrate that the mutant xylose isomerase activity has a higher specific activity than the Piromyces xylose isomerase.

Km Specific Activity Enzyme (mM) (μmol min−1 mg−1) Piromyces xylose 49 2.02 isomerase Ruminococcus 82.12 1.718 xylose isomerase wild type Ruminococcus 83.82 2.24 xylose isomerase G179A

Example 13 In Vivo Evaluation of Xylose Isomerase Constructs

The yeast strain BY4742 was specifically engineered to more readily utilize xylose as a carbon source. The engineered strain was designed to include the following genetic modifications: the native Pho13 gene (alkaline phosphatase specific for p-nitrophenyl phosphate) was disrupted by inserting a construct containing the native TLK1 gene (Transketolase-1); the native aldose reductase gene (Gre3) was disrupted by inserting a construct containing the native high-affinity glucose transporter-7 gene (HXT7); the native glucose-repressible alcohol dehydrogenase II gene (adh2) was disrupted by inserting a construct containing the native xylulokinase gene (XYLK); and the native orotidine-5′ phosphate decarboxylase gene (ura3) was disrupted by inserting a construct containing the native transaldolase 1 gene (TAL1). The resulting strain had the following genotype: pho13::TKL1, gre3::HXT7, adh-2::XYLK, ura3::TAL1. The final strain is referred to as the “C5” strain and was used for in vivo evaluation of the xylose isomerase variants.

The C5 strain was transformed using standard protocols with either p426GPD (as a control) or the chimeric variants XI-R, XI-Rp5, XI-Rp10, or XI-Rp15. The transformed cells were grown on SC-glucose minus uracil initially and then passaged onto SC-xylose minus uracil. Cultures of each of the above constructs were made in SC-xylose minus uracil—and grown for one week. The cultures were grown aerobically at 30° C. with 250 rpm agitation, 1 vvm sparge of process air, 21% O2. The pH was controlled at about 5.0 with 1N NaOH. Ethanol, glucose and xylose concentrations in the fermentation broth were monitored by a YSI 2700 BioAnalyzer during aerobic fermentation. At 24 hours elapsed fermentation time the fermentation was switched to anaerobic conditions. Before changing to anaerobic conditions, samples were taken to measure ethanol, glucose and xylose concentrations, and biomass was measured by OD600 nm and dry cell weight. At the start of anaerobic fermentation, 4 ml/L of 2.5 g/L ergosterol in EtOH, 0.4 ml/L Tween 80, and 0.01% AF-204 were added to each fermentor. Oxygen was purged with 100% N2 sparge at 1 vvm until percent O2 was below 1%. Aeration was then set at 0.25 vvm 100% N2.

Samples were taken every 24 to 48 hours and measured for ethanol concentration, glucose concentration, xylose concentration, and cell density (OD600 nm). The fermentation was harvested when xylose concentration was below 4 g/L in the XI-R strains, at 372 hours after commencing fermentation. The final sample also measured biomass by dry cell weight. The results are presented in the table below.

Dry Cell Ethanol Glucose Xylose Strain OD_(600 nm) Wt (g/L) (g/L) (g/L) (g/L) XI-R 7.72 2.20 15.65 0 3.14 Vector 7.34 1.78 6.705 0 23.21 XI-R 7.32 2.03 15.5 0 3.85 Vector 7.96 1.87 9.91 0 23.11

The data presented indicate that the Ruminococcus xylose isomerase containing yeast cells were able to utilize xylose as a carbon source, and the cells containing vector only (e.g., vector with no xylose isomerase gene) utilized very little xylose.

Industrial Yeast Strain Evaluation

To evaluate the activity of the various native, modified and engineered (e.g., mutant and/or chimeric) Ruminococcus xylose isomerases in a commercial yeast strain, the Ruminococcus wild type gene or Ruminococcus Rp10 and Rp15 chimeric constructs were inserted into a yeast vector containing a 2μ origin and a KANMX4 (G418R) cassette (cloned from vector HO-poly-KANMX4-HO; ATCC Cat. No. 87804; Voth et al., 2001 NAR 29(12): e59, DDBJ/EMBL/Gen Bank accession nos. AF324723-9). A commercially available industrial diploid strain of Saccharomyces cerevisiae (strain BF903; “Stillspirits” triple distilled yeast, Brewcraft, Albany, New Zealand; available at Hydrobrew, Oceanside, Calif.) was obtained and was made competent for transformation using known yeast cell transformation procedures. The transformed cells containing either vector alone or the various Ruminococcus xylose isomerase gene constructs were passaged in YPD medium containing about 100 μg/ml G418 (EMD, San Diego, Calif.), and about 2% glucose. Transformed yeast containing each construct were grown overnight aerobically in a 15 ml culture tube on YPD media containing 2% glucose. After about 24 hours, about 25 ml of YP media containing 2% glucose and 100 μg/ml G418 was seeded with the cells at an initial OD₆₀₀ of 0.5 in a 250 ml Erlenmeyer flask and grown aerobically at 30° C. The cultures were then passaged once every 7 days into fresh media, also at an initial OD₆₀₀ of 0.5. The fresh media contained increasing amounts of xylose and decreasing amounts of glucose as set forth below.

Week Glucose Xylose 1   1%   1% 2 0.50% 1.50% 3 0.25% 1.75% 4 0.10% 1.90%

Measurements were taken of the cell optical density (OD₆₀₀) to assess cell density and plated onto YPD with 100 μg/ml G418 to ensure that the plasmid was stable. Glucose, xylose and ethanol in the culture media were assayed using YSI 2700 Bioanalyzer instruments (World Wide Web uniform resource locator ysi.com), according to the manufacturer's recommendations. The strains were then grown overnight in YPD (with 100 μg/ml G418) and used to inoculate about 50 ml YP-xylose (with 100 μg/ml G418) into disposable 250 ml Erlenmeyer flasks with vented caps at an initial OD₆₀₀ of about 1. The cultures were allowed to grow aerobically at 30° C. at 200 rpm for 7 days. The results are shown in FIG. 11. The results shown in FIG. 11 indicate that the commercial yeast strain expressing the Ruminococcus xylose isomerase is more efficient at consuming xylose than the strain carrying the vector control only.

To evaluate ethanol production, the transformed cells containing either the vector control or the gene encoding native Ruminococcus xylose isomerase were grown overnight in YP glucose (with 100 μg/ml G418) and then used to inoculate serum bottles containing 50 ml YP plus xylose (with 100 μg/ml G418) at an initial OD₆₀₀ of about 1. The serum bottles were sealed with a butyl rubber stopper to prevent air exchange. As a result, the cultures became anaerobic once the available oxygen in the serum bottle was utilized. In general, anaerobiosis (e.g., the onset of anaerobic conditions) occurred a few hours after the culture was inoculated. Xylose utilization, ethanol production and cell growth were measured every twenty four hours. The results are shown in FIG. 12. The results suggest that yeast strains containing the Ruminococcus xylose isomerase, grew to a higher cell density and produced more ethanol using xylose as a carbon source than did cells carrying the vector only control (e.g., see FIG. 12).

Example 14 High Diversity Library of Xylose Isomerase of Variants

To generate additional Ruminococcus xylose isomerase variants, a high diversity library of mutants was generated using known molecular biology procedures. The library contained the combinations and permutations of substitutions listed in the table below. The Ruminococcus xylose isomerase variants listed below and highlighted in boldface type have been transformed into yeast strains, and are evaluated for growth and ethanol production on xylose media utilizing protocols described above. Yeast transformation of the variants listed below not highlighted in boldface is conducted and resulting variants are tested. In the table below “position” refers to the amino acid position in the Ruminococcus xylose isomerase amino acid sequence, “AA1” refers to the first of the considered amino acid substitutions for that position, “CODON1” refers to the nucleotide sequence selected for the amino acid chosen in “AA1”, “AA2” refers to the second of the considered amino acid substitutions for that position, “CODON2” refers to the nucleotide sequence selected for the amino acid chosen in “AA2”, “AA3” refers to the third of the considered amino acid substitutions for that position, “CODON3” refers to the nucleotide sequence selected for the amino acid chosen in “AA3”, “AA4” refers to the fourth of the considered amino acid substitutions for that position and “CODON4” refers to the nucleotide sequence selected for the amino acid chosen in “AA4”.

High Diversity Library of Xylose Isomerase of Variants Position AA1 CODON1 AA2 CODON2 AA3 CODON3 AA4 CODON4 # substitutions LIB1-A LIB1-B 3 F TTT Y TAT 2 1 1 45 L TTG M ATG 2 1 1 46 S TCT A GCT 2 1 1 51 M ATG L TTG 2 1 1 52 G GGT C TGT 2 1 1 53 G GGT A GCT 2 1 1 58 M ATG Q CAA 2 1 1 85 F TTT M ATG L TTG 3 1 3 101 R AGA V GTT 2 1 1 107 Y TAT G GGT 2 2 2 121 T ACT V GTT 2 2 2 131 K AAA G GGT 2 2 2 136 W TGG F TTT 2 2 1 140 K AAA N AAT 2 2 2 147 F TTT Y TAT 2 2 2 179 G GGT R AGA A GCT 3 1 3 184 F TTT S TCT 2 1 1 204 D GAT E GAA 2 2 2 214 V GTT R AGA G GGT 3 1 1 257 D GAT A GCT E GAA 3 1 1 273 Q CAA F TTT T ACT G GGT 4 1 4 292 I ATT V GTT 2 2 2 296 Q CAA R AGA 2 1 1 345 T ACT D GAT E GAA 3 3 3 373 D GAT E GAA 2 2 2 509607936 1536 27648 Number of possible variants: 5.096e+08 Expected completeness: 0.95 Required library size: 1.527e+09

The xylose isomerase mutants listed above are generated using oligonucleotides listed below and a 3 step PCR method, described in further detail below.

(Table below discloses SEQ ID NOS 257-336, respectively, in order of appearance)

KAS/XI-LIB-for-1 ctagaactagtaaaaaaatggctaaggaatattattctaatataggtaaaattcagtat KAS/XI-LIB-for-2 Actatgagagaacatttaaaatttgctatgtcttggtggcatactwt KAS/XI-LIB-for-3 Agagaacatttaaaatttgctttggcttggtggcatactwtgkgtg KAS/XI-LIB-for-4 Actatgagagaacatttaaaatttgctatggcttggtggcatactwtgkgtg KAS/XI-LIB-for-5 Ttgctttgtcttggtggcatactttgkgtgstgatg KAS/XI-LIB-for-6 Cttggtggcatactatgtgtgstgatggtactgats KAS/XI-LIB-for-7 Gtggcatactatgggtgctgatggtactgatatgt KAS/XI-LIB-for-8 Gtggcatactwtgkgtgctgatggtactgatcaat KAS/XI-LIB-for-9 Gcatactwtgkgtgstgatggtactgatcaattcggttgtggtact KAS/XI-LIB-for-10 gcaaaagccaaagtagatgcagccwtggaaattatggataaattgtctattg KAS/XI-LIB-for-11 ttatggataaattgtctattgattattattgttttcatgatgttgatttgtctcctgaatatggttctttaaaag KAS/XI-LIB-for-12 ttatggataaattgtctattgattattattgttttcatgatgttgatttgtctcctgaaggtggttctttaaaag KAS/XI-LIB-for-13 gttttcatgatagagatttgtctcctgaaggtggttctttaaaagcaactaatg KAS/XI-LIB-for-14 gttctttaaaagcaactaatgatcaattggacattgttgttgattatattaaagaaaaacaaggtgataaattta aatg KAS/XI-LIB-for-15 gttctttaaaagcaactaatgatcaattggacattgttgttgattatattaaagaaaaacaaggtgatggtttta aatg KAS/XI-LIB-for-16 cggattatattaaagaaaaacaaggtgatggttttaaatgtttgtkkggcactgcgaawt KAS/XI-LIB-for-17 ttatattaaagaaaaacaaggtgataaatttaaatgtttgtttggcactgcgaawtgttttgat KAS/XI-LIB-for-18 Gtttgtggggcactgcgaattgttttgatcatcc KAS/XI-LIB-for-19 Ttttgatcatccacgttatatgcatggtgcgggga KAS/XI-LIB-for-20 Ggaatcaactgttaaattaggtagaaacgggtatgtattctgggga KAS/XI-LIB-for-21 Gaatcaactgttaaattaggtgctaacgggtatgtattctggggag KAS/XI-LIB-for-22 Ggaatcaactgttaaattaggtagaaacgggtatgtatcttgggga KAS/XI-LIB-for-23 Gaatcaactgttaaattaggtgctaacgggtatgtatcttggggag KAS/XI-LIB-for-24 Aaattaggtgggaacgggtatgtatcttggggaggaaggg KAS/XI-LIB-for-25 Cactaatatgggtttggaattggaaaatatggctagattgatgaaaatg KAS/XI-LIB-for-26 ggataatatggctagattgatgaaaatggctagagaatacggaaggtcta KAS/XI-LIB-for-27 Gctagattgatgaaaatggctggtgaatacggaaggtctattggtt KAS/XI-LIB-for-28 cagttttgggattcttgagaaaatatggtttggctaaagattttaaaatgaatatagaagcta KAS/XI-LIB-for-29 agttttgggattcttgagaaaatatggtttggaaaaagattttaaaatgaatatagaagctaa KAS/XI-LIB-for-30 atagaagctaatcatgcaacactcgcatttcatacttttcaacatgaattgagagtt KAS/XI-LIB-for-31 atagaagctaatcatgcaacactcgcaactcatacttttcaacatgaattgagagtt KAS/XI-LIB-for-32 agaagctaatcatgcaacactcgcaggtcatacttttcaacatgaattgagag KAS/XI-LIB-for-33 Taacggagtttttggatctgttgatgcaaaccagggagacg KAS/XI-LIB-for-34 Taacggagtttttggatctgttgatgcaaacagaggagacg KAS/XI-LIB-for-35 Ttttggatctatcgatgcaaacagaggagacgttttgctaggatggg KAS/XI-LIB-for-36 Aaggctaggcgtggtagtttcgatccagaggatatattctattc KAS/XI-LIB-for-37 Cgaaggctaggcgtggtagtttcgaaccagaggatatattctattctta KAS/XI-LIB-for-38 Cagggcagcactaaaattgattgaagaaggtagaattgataagtttg KAS/XI-LIB-for-39 Tgggaaagccgacttcgccagtttggaaaaatatg KAS/XI-LIB-rev-1 atactgaattttacctatattagaataatattccttagccatttttttactagttctag KAS/XI-LIB-rev-2 Awagtatgccaccaagacatagcaaattttaaatgttctctcatagt KAS/XI-LIB-rev-3 Cacmcawagtatgccaccaagccaaagcaaattttaaatgttctct KAS/XI-LIB-rev-4 cacmcawagtatgccaccaagccatagcaaattttaaatgttctctcatagt KAS/XI-LIB-rev-5 Catcascacmcaaagtatgccaccaagacaaagcaa KAS/XI-LIB-rev-6 Satcagtaccatcascacacatagtatgccaccaag KAS/XI-LIB-rev-7 Acatatcagtaccatcagcacccatagtatgccac KAS/XI-LIB-rev-8 Attgatcagtaccatcagcacmcawagtatgccac KAS/XI-LIB-rev-9 Agtaccacaaccgaattgatcagtaccatcascacmcawagtatgc KAS/XI-LIB-rev-10 Caatagacaatttatccataatttccawggctgcatctactttggcttttgc KAS/XI-LIB-rev-11 cttttaaagaaccatattcaggagacaaatcaacatcatgaaaacaataataatcaatagacaatttatccataa KAS/XI-LIB-rev-12 cttttaaagaaccaccttcaggagacaaatcaacatcatgaaaacaataataatcaatagacaatttatccataa KAS/XI-LIB-rev-13 cattagttgcttttaaagaaccaccttcaggagacaaatctctatcatgaaaac KAS/XI-LIB-rev-14 catttaaatttatcaccttgtttttctttaatataatcaacaacaatgtccaattgatcattagttgcttttaaa gaac KAS/XI-LIB-rev-15 catttaaaaccatcaccttgtttttctttaatataatcaacaacaatgtccaattgatcattagttgcttttaaa gaac KAS/XI-LIB-rev-16 awttcgcagtgccmmacaaacatttaaaaccatcaccttgtttttctttaatataatccg KAS/XI-LIB-rev-17 atcaaaacawttcgcagtgccaaacaaacatttaaatttatcaccttgtttttctttaatataa KAS/XI-LIB-rev-18 Ggatgatcaaaacaattcgcagtgccccacaaac KAS/XI-LIB-rev-19 Tccccgcaccatgcatataacgtggatgatcaaaa KAS/XI-LIB-rev-20 Tccccagaatacatacccgtttctacctaatttaacagttgattcc KAS/XI-LIB-rev-21 Ctccccagaatacatacccgttagcacctaatttaacagttgattc KAS/XI-LIB-rev-22 Tccccaagatacatacccgtttctacctaatttaacagttgattcc KAS/XI-LIB-rev-23 Ctccccaagatacatacccgttagcacctaatttaacagttgattc KAS/XI-LIB-rev-24 Cccttcctccccaagatacatacccgttcccacctaattt KAS/XI-LIB-rev-25 Cattttcatcaatctagccatattttccaattccaaacccatattagtg KAS/XI-LIB-rev-26 Tagaccttccgtattctctagccattttcatcaatctagccatattatcc KAS/XI-LIB-rev-27 Aaccaatagaccttccgtattcaccagccattttcatcaatctagc KAS/XI-LIB-rev-28 tagcttctatattcattttaaaatctttagccaaaccatattttctcaagaatcccaaaactg KAS/XI-LIB-rev-29 ttagcttctatattcattttaaaatctttttccaaaccatattttctcaagaatcccaaaact KAS/XI-LIB-rev-30 aactctcaattcatgttgaaaagtatgaaatgcgagtgttgcatgattagcttctat KAS/XI-LIB-rev-31 aactctcaattcatgttgaaaagtatgagttgcgagtgttgcatgattagcttctat KAS/XI-LIB-rev-32 Ctctcaattcatgttgaaaagtatgacctgcgagtgttgcatgattagcttct KAS/XI-LIB-rev-33 Cgtctccctggtttgcatcaacagatccaaaaactccgtta KAS/XI-LIB-rev-34 Cgtctcctctgtttgcatcaacagatccaaaaactccgtta KAS/XI-LIB-rev-35 Cccatcctagcaaaacgtctcctctgtttgcatcgatagatccaaaa KAS/XI-LIB-rev-36 Gaatagaatatatcctctggatcgaaactaccacgcctagcctt KAS/XI-LIB-rev-37 Taagaatagaatatatcctctggttcgaaactaccacgcctagccttcg KAS/XI-LIB-rev-38 Caaacttatcaattctaccttcttcaatcaattttagtgctgccctg KAS/XI-LIB-rev-39 Catatttttccaaactggcgaagtcggctttccca KAS/FOR-XI-LIB Cctgaaattattcccctacttgact KAS/REV-XI-LIB Ccttctcaagcaaggttttcagtat

The nucleotide sequences of the oligonucleotides above include IUPAC nucleotide symbol designations, in some embodiments. The IUPAC nucleotide symbol designations used in the listing above and the nucleotides they represent are; m (A or C nucleotides), k (G or T nucleotides), s (C or G nucleotides), w (A or T nucleotides).

Oligonucleotides are prepared as 100 micromolar stocks to be diluted as needed for use as PCR and/or primer extension primers. Step 1 of the 3 step PCR protocol included initial primer extension reactions performed four times, each with a different concentration of mutant oligonucleotide (e.g., about 7.5 nanomolar, about 37.5 nanomolar, about 75 nanomolar, and about 150 nanomolar). An appropriate amount (e.g., dependent on the reaction) of each of the desired primers is contacted with Ruminococcus xylose isomerase nucleotide sequences, under PCR/primer extension conditions to generate the xylose isomerase mutant variants. The forward and reverse primers listed above are designated with “-for-” or “-rev-” as part of the primer name. A non-limiting example of the PCR/primer extension conditions utilized for generating the xylose isomerase mutant variants listed above include 200 micromolar of each deoxyribonucleotide (dNTP), 1×Pfu ultra II buffer, and 1 unit Pfu ultra II polymerase and a thermocycle profile of; (a) an initial 10 minute denaturation at 94° C., (b) 40 cycles of (i) 94° C. for 20 seconds, (ii) 56° C. for 30 seconds, and (iii) 72° C. for 45 seconds, and (c) a final extension at 72° C. for 5 minutes. The initial extension products are analyzed by gel electrophoresis on 1.2% Tris-acetate agarose gels. The reactions are column purified and the resultant purified nucleic acids are used for subsequent steps in the 3 step PCR protocol.

The second step of the 3 step protocol includes contacting the purified nucleic acids from the first step with Ruminococcus xylose isomerase gene primers (e.g., KAS/FOR-XI-LIB and KAS/REV-XI-LIB, as listed in the table above, under substantially similar PCR/primer extension conditions, with the modification of 5 units of Pfu ultra II polymerase instead of 1 unit. The PCR reactions also are performed four times, each with a differing amount of gene primers (e.g., about 20 nanomolar, about 100 nanomolar, about 2 micromolar and about 5 micromolar. The reaction products are analyzed by gel electrophoresis as described above and column purified in preparation for the final step of the 3 step PCR/primer extension protocol.

The final step of the 3 step protocol generated full length nucleic acids of xylose isomerase mutants. The column purified nucleic acid of the second step was contacted with about 200 nanomolar of each gene primer under extension conditions as described for the second step. The protocol described herein was used to generate a wide range of mutant xylose isomerase variants, each with between about 1 and about 9 mutations per gene.

Example 15 Construction of Mutant G179A with p10 or p15 Extensions

Site directed mutagenesis was performed as follows: 50 ng of the vector pBF348 (pCR Blunt II/XI-R-P10), pBF370 (pCR Blunt II/XI-R-P10-HIS), pBF349 (pCR Blunt II/XI-R-P15), or pBF370 (pCR Blunt II/XI-R-P10-HIS) was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol mutagenesis primers [JML/5 (aacagtaaagctcggcgctaacggttacgttttct) and JML/6 (agaaaacgtaaccgttagcgccgagctttactgtt)], and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. This reaction mixture was cycled as follows: (a) 95° C. 10 minutes, followed by (b) 30 rounds of (i) 95° C. for 20 seconds, (ii) 55° C. for 30 seconds, and (iii) 72° C. for 5 minutes. A final 5 minute extension reaction at 72° C. was also included. Following the cycling times, 1.5 μl of Dpnl (NEB, Ipswich, Mass.) was added and allowed to digest the reaction mixture for 1 to 1.5 hours at 37° C. 5 μl of this mixture was then used to transform NEB-5α cells (NEB, Ipswich, Mass.) and plated onto LB media with kanamycin (35 μg/ml). The following plasmids were generated using the procedure described herein; pBF613 (XI-R-P15 with G179A mutation), pBF614 (XI-R-P15-HIS with G179A mutation), pBF615 (XI-R-P10 with G179A mutation), and pBF616 (XI-R-P10-HIS with G179A mutation), where XI=xylose isomerase, R=Ruminococcus, P=Piromyces, HIS=Histidine Tag, and the numbers that follow P indicate how many amino acids of the Piromyces xylose isomerase was fused to the 5′ end of the Ruminococcus xylose isomerase gene.

Following sequence verification, the approximately 1330 base pair SpeI-XhoI fragment from each construct was subcloned into the yeast expression vector p426GPD. The generated xylose isomerase fragments were first gel extracted using a Qiagen gel purification kit (Qiagen, Valencia, Calif.), and the p426GPD vector reaction was cleaned up using a Qiagen PCR purification kit. 30 ng of the XI-fragments was ligated to 50 ng of the p426GPD vector using T4 DNA ligase (Fermentas, Glen Burnie, Md.) in a 10 μl volume reaction overnight at 16° C. and transformed into NEB-5α competent cells (NEB, Ipswich, Mass.) and plated onto LB media with ampicillin (100 μg/ml). Constructs were confirmed by sequence analysis. The following plasmids were generated using the procedure described herein: pBF677 (p426GPD/XI-R-P15_G179A), pBF678 (p426GPD/XI-R—P15-HIS_G179A), pBF679 (p426GPD/XI-R-P10_G179A), pBF680 (p426GPD/XI-R-P10-HIS_G179A).

Example 16 Additional Xylose Isomerase High Diversity Variants

An additional library of high diversity mutants containing changes not listed above also is generated. The table below lists positions in the Ruminococcus xylose isomerase gene at which one of two further amino acid codons is substituted to generate additional high diversity xylose isomerase variants. In the table below “XI-R position” refers to the amino acid position in the Ruminococcus xylose isomerase amino acid sequence, “AA1” refers to the first of two considered amino acid substitutions for that position, “CODON1” refers to the nucleotide sequence selected for the amino acid chosen in “AA1”, “AA2” refers to the second of two considered amino acid substitutions for that position and “CODON2” refers to the nucleotide sequence selected for the amino acid chosen in “AA2”. The nucleotide sequences for each codon are chosen using sequence and codon optimization methods described herein.

XI-R position AA1 CODON1 AA2 CODON2 5 S TCT P CCA 6 N AAT Q CAA 42 K AAA R AGA 54 D GAT E GAA 56 T ACT A GCT 84 A GCT G GGT 137 G GGT S TCT 141 C TGT V GTT 180 N AAT E GAA 181 G GGT N AAT 203 L TTG K AAA 205 N AAT H CAT 208 R AGA T ACT 209 L TTG M ATG 210 M ATG L TTG 211 K AAA T ACT 215 E GAA D GAT 252 R AGA K AAA 253 K AAA A GCT 254 Y TAT H CAT 255 G GGT N AAT 277 Q CAA E GAA 299 V GTT Y TAT 300 L TTG Q CAA 301 L TTG N AAT 344 F TTT T ACT 346 P CCA L TTG 372 E GAA Q CAA 374 G GGT S TCT 375 R AGA P CCA

Example 17 Activation of the Entner-Doudoroff Pathway in Yeast Cells Using EDD and EDA Genes from Pseudomonas aeruginosa Strain PAO1

Pseudomonas aeruginosa strain PAO1 DNA was prepared using Qiagen DNeasy Blood and Tissue kit (Qiagen, Valencia, Calif.) according to the manufacture's instructions. The P. aeruginosa edd and eda constructs were isolated from P. aeruginosa genomic DNA using the following oligonucleotides:

The P. aeruginosa edd gene: (SEQ ID NO: 63) 5′-aactgaactgactagtaaaaaaatgcaccctcgtgtgctcga agt-3′ (SEQ ID NO: 64) 5′-agtaaagtaaaagcttctactagcgccagccgttgaggctct-3′ The P. aeruginosa edd gene with 6-HIS c-terminal tag (SEQ ID NO: 138): (SEQ ID NO 63) 5′-aactgaactgactagtaaaaaaatgcaccctcgtgtgctcga agt-3′ (SEQ ID NO: 65) 5′-agtaaagtaaaagcttctactaatgatgatgatgatgatggcg ccagccgttgaggctc-3′ The P. aeruginosa eda gene: (SEQ ID NO: 66) 5′-aactgaactgactagtaaaaaaatgcacaaccttgaacagaag acc-3′ (SEQ ID NO: 67) 5′-agtaaagtaactcgagctattagtgtctgcggtgctcggcgaa-3′ The P. aeruginosa eda gene with 6-HIS c-terminal tag (SEQ ID NO: 138): (SEQ ID NO: 66) 5′-aactgaactgactagtaaaaaaatgcacaaccttgaacagaag acc-3′ (SEQ ID NO: 68) 5′-taaagtaactcgagctactaatgatgatgatgatgatggtg tctgcggtgctcggcgaa-3′

All oligonucleotides set forth above were purchased from Integrated technologies (“IDT”, Coralville, Iowa). These oligonucleotides were designed to incorporate a SpeI restriction endonuclease cleavage site upstream of a HindIII restriction endonuclease cleavage site or downstream of an XhoI restriction endonuclease cleavage site, with respect to the edd and eda gene constructs. These restriction endonuclease sites could be used to clone the edd and eda genes into yeast expression vectors p426GPD (ATCC accession number 87361) and p425GPD (ATCC accession number 87359). In addition to incorporating restriction endonuclease cleavage sites, the forward oligonucleotides also incorporate six consecutive A nucleotides (e.g., AAAAAA) immediately upstream of the ATG initiation codon. The six consecutive A nucleotides ensured that there was a conserved ribosome binding sequence for efficient translation initiation in yeast.

PCR amplification of the genes were performed as follows: about 100 ng of the genomic P. aeruginosa PAO1 DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers (SEQ. ID. NOS: 63-68, and combinations as indicated), and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. This was cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 50° C. (eda amplifications) or 53° C. (edd amplifications) for 30 seconds, and 72° C. for 15 seconds (eda amplifications) or 30 seconds (edd amplifications). A final minute extension reaction at 72° C. also was included. The about 670 bp (eda) or 1830 bp product (edd) was TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations.

The nucleotide and amino acid sequences of the P. aeruginosa edd and eda genes are given below as SEQ ID NOS. 69-72.

P. aeruginosa edd nucleotide sequence: SEQ ID NO: 69 ATGCACCCTCGTGTGCTCGAAGTCACCCGCCGCATCCAGGCCCGTAGCGCGGCCACTCGCC AGCGCTACCTCGAGATGGTCCGGGCTGCGGCCAGCAAGGGGCCGCACCGCGGCACCCTGC CGTGCGGCAACCTCGCCCACGGGGTCGCGGCCTGTGGCGAAAGCGACAAGCAGACCCTGC GGCTGATGAACCAGGCCAACGTGGCCATCGTTTCCGCCTACAACGACATGCTCTCGGCGCAC CAGCCGTTCGAGCGCTTTCCGGGGCTGATCAAGCAGGCGCTGCACGAGATCGGTTCGGTCG GCCAGTTCGCCGGCGGCGTGCCGGCCATGTGCGACGGGGTGACCCAGGGCGAGCCGGGCA TGGAACTGTCGCTGGCCAGCCGCGACGTGATCGCCATGTCCACCGCCATCGCGCTGTCTCA CAACATGTTCGATGCAGCGCTGTGCCTGGGTGTTTGCGACAAGATCGTGCCGGGCCTGCTGA TCGGCTCGCTGCGCTTCGGCCACCTGCCCACCGTGTTCGTCCCGGCCGGGCCGATGCCGAC CGGCATCTCCAACAAGGAAAAGGCCGCGGTGCGCCAACTGTTCGCCGAAGGCAAGGCCACT CGCGAAGAGCTGCTGGCCTCGGAAATGGCCTCCTACCATGCACCCGGCACCTGCACCTTCTA TGGCACCGCCAATACCAACCAGTTGCTGGTGGAGGTGATGGGCCTGCACTTGCCCGGTGCC TCCTTCGTCAACCCGAACACCCCCCTGCGCGACGAACTCACCCGCGAAGCGGCACGCCAGG CCAGCCGGCTGACCCCCGAGAACGGCAACTACGTGCCGATGGCGGAGATCGTCGACGAGAA GGCCATCGTCAACTCGGTGGTGGCGCTGCTCGCCACCGGCGGCTCGACCAACCACACCCTG CACCTGCTGGCGATCGCCCAGGCGGCGGGCATCCAGTTGACCTGGCAGGACATGTCCGAGC TGTCCCATGTGGTGCCGACCCTGGCGCGCATCTATCCGAACGGCCAGGCCGACATCAACCA CTTCCAGGCGGCCGGCGGCATGTCCTTCCTGATCCGCCAACTGCTCGACGGCGGGCTGCTT CACGAGGACGTACAGACCGTCGCCGGCCCCGGCCTGCGCCGCTACACCCGCGAGCCGTTC CTCGAGGATGGCCGGCTGGTCTGGCGCGAAGGGCCGGAACGGAGTCTCGACGAAGCCATC CTGCGTCCGCTGGACAAGCCGTTCTCCGCCGAAGGCGGCTTGCGCCTGATGGAGGGCAACC TCGGTCGCGGCGTGATGAAGGTCTCGGCGGTGGCGCCGGAACACCAGGTGGTCGAGGCGC CGGTACGGATCTTCCACGACCAGGCCAGCCTGGCCGCGGCCTTCAAGGCCGGCGAGCTGGA GCGCGACCTGGTCGCCGTGGTGCGTTTCCAGGGCCCGCGGGCGAACGGCATGCCGGAGCT GCACAAGCTCACGCCGTTCCTCGGGGTCCTGCAGGATCGTGGCTTCAAGGTGGCGCTGGTC ACCGACGGGCGCATGTCCGGGGCGTCGGGCAAGGTGCCCGCGGCCATCCATGTGAGTCCG GAAGCCATCGCCGGCGGTCCGCTGGCGCGCCTGCGCGACGGCGACCGGGTGCGGGTGGAT GGGGTGAACGGCGAGTTGCGGGTGCTGGTCGACGACGCCGAATGGCAGGCGCGCAGCCTG GAGCCGGCGCCGCAGGACGGCAATCTCGGTTGCGGCCGCGAGCTGTTCGCCTTCATGCGCA ACGCCATGAGCAGCGCGGAAGAGGGCGCCTGCAGCTTTACCGAGAGCCTCAACGGCTGGCG CTAGTAG P. aeruginosa edd amino sequence: SEQ ID NO: 70 MHPRVLEVTRRIQARSAATRQRYLEMVRAAASKGPHRGTLPCGNLAHGVAACGESDKQTLRLMN QANVAIVSAYNDMLSAHQPFERFPGLIKQALHEIGSVGQFAGGVPAMCDGVTQGEPGMELSLASR DVIAMSTAIALSHNMFDAALCLGVCDKIVPGLLIGSLRFGHLPTVFVPAGPMPTGISNKEKAAVRQL FAEGKATREELLASEMASYHAPGTCTFYGTANTNQLLVEVMGLHLPGASFVNPNTPLRDELTREA ARQASRLTPENGNYVPMAEIVDEKAIVNSVVALLATGGSTNHTLHLLAIAQAAGIQLTWQDMSELS HVVPTLARIYPNGQADINHFQAAGGMSFLIRQLLDGGLLHEDVQTVAGPGLRRYTREPFLEDGRLV WREGPERSLDEAILRPLDKPFSAEGGLRLMEGNLGRGVMKVSAVAPEHQVVEAPVRIFHDQASLA AAFKAGELERDLVAVVRFQGPRANGMPELHKLTPFLGVLQDRGFKVALVTDGRMSGASGKVPAAI HVSPEAIAGGPLARLRDGDRVRVDGVNGELRVLVDDAEWQARSLEPAPQDGNLGCGRELFAFM RNAMSSAEEGACSFTESLNGWR P. aeruginosa eda nucleotide sequence: SEQ ID NO: 71 ATGCACAACCTTGAACAGAAGACCGCCCGCATCGACACGCTGTGCCGGGAGGCGCGCATCC TCCCGGTGATCACCATCGACCGCGAGGCGGACATCCTGCCGATGGCCGATGCCCTCGCCGC CGGCGGCCTGACCGCCCTGGAGATCACCCTGCGCACGGCGCACGGGCTGACCGCCATCCG GCGCCTCAGCGAGGAGCGCCCGCACCTGCGCATCGGCGCCGGCACCGTGCTCGACCCGCG GACCTTCGCCGCCGCGGAAAAGGCCGGGGCGAGCTTCGTGGTCACCCCGGGTTGCACCGA CGAGTTGCTGCGCTTCGCCCTGGACAGCGAAGTCCCGCTGTTGCCCGGCGTGGCCAGCGCT TCCGAGATCATGCTCGCCTACCGCCATGGCTACCGCCGCTTCAAGCTGTTTCCCGCCGAAGT CAGCGGCGGCCCGGCGGCGCTGAAGGCGTTCTCGGGACCATTCCCCGATATCCGCTTCTGC CCCACCGGAGGCGTCAGCCTGAACAATCTCGCCGACTACCTGGCGGTACCCAACGTGATGT GCGTCGGCGGCACCTGGATGCTGCCCAAGGCCGTGGTCGACCGCGGCGACTGGGCCCAGG TCGAGCGCCTCAGCCGCGAAGCCCTGGAGCGCTTCGCCGAGCACCGCAGACACTAATAG P. aeruginosa eda amino sequence: SEQ ID NO: 72 MHNLEQKTARIDTLCREARILPVITIDREADILPMADALAAGGLTALEITLRTAHGLTAIRRLSEERPH LRIGAGTVLDPRTFAAAEKAGASFVVTPGCTDELLRFALDSEVPLLPGVASASEIMLAYRHGYRRF KLFPAEVSGGPAALKAFSGPFPDIRFCPTGGVSLNNLADYLAVPNVMCVGGTWMLPKAVVDRGD WAQVERLSREALERFAEHRRH

Cloning of PAO1 edd and eda Genes into Yeast Expression Vectors

Following sequence confirmation (GeneWiz), the about 670 bp SpeI-XhoI eda and about 1830 bp SpeI-HindIII edd fragments were cloned into the corresponding restriction sites in plasmids p425GPD and p426GPD vectors (Mumberg et al., 1995, Gene 156: 119-122; obtained from ATCC #87361; PubMed: 7737504), respectively. Briefly, about 50 ng of SpeI-XhoI-digested p425GPD vector was ligated to about 50 ng of SpeI/XhoI-restricted eda fragment in a 10 μl reaction with 1×T4 DNA ligase buffer and 1 U T4 DNA ligase (Fermentas) overnight at 16° C. About 3 μl of this reaction was used to transform DH5α competent cells (Zymo Research) and plated onto LB agar media containing 100 μg/ml ampicillin. Similarly, about 50 ng of SpeI-HindIII-digested p426GPD vector was ligated to about 42 ng of SpeI/HindIII-restricted edd fragment in a 10 μl reaction with 1×T4 DNA ligase buffer and 1 U T4 DNA ligase (Fermentas) overnight at 16° C. About 3 μl of this reaction was used to transform DH5α competent cells (Zymo Research) and plated onto LB agar media containing 100 μg/ml ampicillin.

A haploid Saccharomyces cerevisiae strain (BY4742; ATCC catalog number 201389) was cultured in YPD media (10 g Yeast Extract, 20 g Bacto-Peptone, 20 g Glucose, 1 L total) at about 30° C. Separate aliquots of these cultured cells were transformed with a plasmid construct(s) containing the eda gene alone, the eda and edd genes, or with vector alone. Transformation was accomplished using the Zymo frozen yeast transformation kit (Catalog number T2001; Zymo Research Corp., Orange, Calif.). To 50 μl of cells was added approximately 0.5-1 μg plasmid DNA and the cells were cultured on SC drop out media with glucose minus leucine (eda), minus uracil and minus leucine (eda and edd) (about 20 g glucose; about 2.21 g SC drop-out mix [described below], about 6.7 g yeast nitrogen base, all in about 1 L of water); this mixture was cultured for 2-3 days at about 30° C. SC drop-out mix contained the following ingredients (Sigma); all indicated weights are approximate:

0.4 g Adenine hemisulfate 3.5 g Arginine 1 g Glutamic Acid 0.433 g Histidine 0.4 g Myo-Inositol 5.2 g Isoleucine 2.63 g Leucine 0.9 g Lysine 1.5 g Methionine 0.8 g Phenylalanine 1.1 g Serine 1.2 g Threonine 0.8 g Tryptophan 0.2 g Tyrosine 0.2 g Uracil 1.2 g Valine

Activity and Western Analyses

Cell lysates of the various EDD and EDA expressing strains were prepared as follows. About 50 to 100 ml of SCD-ura-leu media containing 10 mM MnCl2 was used to culture strains containing the desired plasmid constructs. When cultured aerobically, strains were grown in a 250 ml baffled shaker flask. When grown anaerobically, 400 μl/L Tween-80 (British Drug Houses, Ltd., West Chester, Pa.) plus 0.01 g/L Ergosterol (Alef Aesar, Ward Hill, Mass.) were added and the culture was grown in a 250 ml serum bottle outfitted with a butyl rubber stopper with an aluminum crimp cap. Each strain was inoculated at an initial OD₆₀₀ of about 0.2 and grown to an OD₆₀₀ of about 3-4. Cells were grown at 30° C. at 200 rpm.

Yeast cells were harvested by centrifugation at 1046×g (e.g., approximately 3000 rpm) for 5 minutes at 4° C. The supernatant was discarded and the cells were resuspended in 25 mL cold sterile water. This wash step was repeated once. Washed cell pellets were resuspended in 1 mL sterile water, transferred to 1.5 mL screw cap tube, and centrifuged at 16,100×g (e.g., approximately 13,200 rpm) for 3 minutes at 4° C.

Cell pellets were resuspended in about 800-1000 μl of freshly prepared lysis buffer (50 mM Tris-Cl pH 7.0, 10 mM MgCl2, 1× protease inhibitor cocktail EDTA-free (Thermo Scientific, Waltham, Mass.) and the tube filled with zirconia beads to avoid any headspace in the tube. The tubes were placed in a Mini BeadBeater (Bio Spec Products, Inc., Bartlesville, Okla.) and vortexed twice for 30 seconds at room temperature. The supernatant was transferred to a new 1.5 mL microcentrifuge tube and centrifuged twice to remove cell debris at 16,100×g (e.g., approximately 13,200 rpm) for 10 minutes, at 4° C. Quantification of the lysates was performed using the Coomassie-Plus kit (Thermo Scientific, San Diego, Calif.) as directed by the manufacturer.

Strain EDD EDA BF428 p426GPD (vector control) p425GPD (vector control) BF604 E. coli native E. coli native BF460 E. coli native with 6-HIS E. coli native with 6-HIS BF591 PAO1 native PAO1 native BF568 PAO1 native with 6-HIS PAO1 native with 6-HIS BF592 PAO1 native E. coli native BF603 E. coli native PAO1 native (“6-HIS” in above table is disclosed as SEQ ID NO: 138) About 5-10 μg of total cell extract was used for SDS-gel [NuPage 4-12% Bis-Tris gels (Life Technologies, Carlsbad, CA)] electrophoresis and Western blot analyses.

SDS-PAGE gels were performed according to the manufacturer's recommendation using NuPage MES-SDS Running Buffer at 1× concentration with the addition of NuPage antioxidant into the cathode chamber at a 1× concentration. Novex Sharp Protein Standards (Life Technologies, Carlsbad, Calif.) were used as standards. For Western analysis, gels were transferred onto a nitrocellulose membrane (0.45 micron, Thermo Scientific, San Diego, Calif.) using Western blotting filter paper (Thermo Scientific) using a Bio-Rad Mini Trans-Blot Cell (BioRad, Hercules, Calif.) system for approximately 90 minutes at 40V. Following transfer, the membrane was washed in 1×PBS (EMD, San Diego, Calif.), 0.05% Tween-20 (Fisher Scientific, Fairlawn, N.J.) for 2-5 minutes with gentle shaking. The membrane was blocked in 3% BSA dissolved in 1×PBS and 0.05% Tween-20 at room temperature for about 2 hours with gentle shaking. The membrane was washed once in 1×PBS and 0.05% Tween-20 for about 5 minutes with gentle shaking. The membrane was then incubated at room temperature with the 1:5000 dilution of primary antibody (Ms mAB to 6×His Tag (SEQ ID NO: 138), AbCam, Cambridge, Mass.) in 0.3% BSA (Fraction V, EMD, San Diego, Calif.) dissolved in 1×PBS and 0.05% Tween-20 with gentle shaking.

Incubation was allowed to proceed for about 1 hour with gentle shaking. The membrane was then washed three times for 5 minutes each with 1×PBS and 0.05% Tween-20 with gentle shaking. The secondary antibody [Dnk pAb to Ms IgG (HRP), AbCam, Cambridge, Mass.] was used at 1:15000 dilution in 0.3% BSA and allowed to incubate for about 90 minutes at room temperature with gentle shaking. The membrane was washed three times for about 5 minutes using 1×PBS and 0.05% Tween-20 with gentle shaking. The membrane incubated with 5 ml of Supersignal West Pico Chemiluminescent substrate (Thermo Scientific, San Diego, Calif.) for 1 minute and then was exposed to a phosphorimager (Bio-Rad Universal Hood II, Bio-Rad, Hercules, Calif.) for about 10-100 seconds.

The results of the Western blots, shown in FIGS. 13A and 13B. Included in the expression data are engineered and/or optimized versions of certain eda and edd genes. The genes were modified to include a C-terminal HIS tag to facilitate purification. The two letters refer to the EDD and EDA source, respectively. P is from P. aeruginosa, PAO1, E is from E. coli, Z is from Zymomonas mobilis ZM4, hot rod is the optimized version of Zymomonas mobilis, Harmonized is the codon harmonized version of Zymomonas mobilis, V refers to the vector(s). Both total crude extract and the solubilized extract are shown. The results presented in FIGS. 13A and 13B indicate that the PAO1 EDD protein is expressed and soluble in S. cerevisiae. The results also demonstrate that the E. coli EDA protein is expressed and soluble. It was not clear from these experiments if the PAO1 EDA was soluble in yeast.

Example 18 EDD and EDA Activity Assays

Cell lysates of the various EDD and EDA expressing strains were prepared as follows. About 50 to 100 ml of SCD-ura-leu media containing 10 mM MnCl2 was used. When cultured aerobically, strains were grown in a 250 ml baffled shake flask. When grown anaerobically, 400 μl/L Tween-80 (British Drug Houses, Ltd., West Chester, Pa.) plus 0.01 g/L Ergosterol (Alef Aesar, Ward Hill, Mass.) were added and the culture was grown in a 250 ml serum bottle outfitted with a butyl rubber stopper with an aluminum crimp cap. Each strain was inoculated at an initial OD₆₀₀ of about 0.2 and grown to an OD₆₀₀ of about 3-4. Cells were grown at 30° C. at 200 rpm.

Yeast cells were harvested by centrifugation at 1046×g (3000 rpm) for 5 minutes at 4° C. The supernatant was discarded and the cells were resuspended in 25 mL cold sterile water. This wash step was repeated once. Washed cell pellets were resuspended in 1 mL sterile water, transferred to 1.5 mL screw cap tube, and centrifuged at 16,100×g (13,200 rpm) for 3 minutes at 4° C. Cell pellets were resuspended in about 800-1000 μl of freshly prepared lysis buffer (50 mM Tris-Cl pH 7.0, 10 mM MgCl2, 1× protease inhibitor cocktail EDTA-free (Thermo Scientific, Waltham, Mass.) and the tube filled with zirconia beads to avoid any headspace in the tube. The tubes were placed in a Mini BeadBeater (Bio Spec Products, Inc., Bartlesville, Okla.) and vortexed twice for 30 seconds at room temperature. The supernatant was transferred to a new 1.5 mL microcentrifuge tube and centrifuged twice to remove cell debris at 16,100×g (13,200 rpm) for 10 minutes, at 4° C. Quantification of the lysates was performed using the Coomassie-Plus kit (Thermo Scientific, San Diego, Calif.) as directed by the manufacturer.

About 750 μg of crude extract was assayed using 1× assay buffer (50 mM Tris-Cl pH 7.0, 10 mM MgCl2), 3 U lactate dehydrogenase (5 μg/pL in 50 mM Tris-Cl pH 7.0), and 10 μl 1 mM 6-phosphogluconate dissolved in 50 mM Tris-Cl pH 7.0 were mixed in a reaction of about 400 μl. This reaction mix was transferred to a 1 ml Quartz cuvette and allowed to incubate about 5 minutes at 30° C. To this reaction, 100 μl of 1.5 mM NADH (prepared in 50 mM Tris-Cl pH 7.0) was added, and the change in Abs_(340nm) over the course of 5 minutes at 30° C. was monitored in a Beckman DU-800 spectrophotometer using the Enzyme Mechanism software package (Beckman Coulter, Inc, Brea, Calif.).

The table below presents the relative specific activities for BY4742 strains expressing EDD and EDA from either P. aeruginosa (PAO1) or E. coli sources. The results presented in the table below indicate that each of the listed combinations of EDD and EDA genes, when expressed in S. cerevisiae strain BY4742, confers activity.

Specific Gene Km Vmax Activity Combination (M⁻¹) (mmol min⁻¹) (mmol min⁻¹ mg⁻¹) EDD-P/EDA-P 1.04 × 10⁻³ 0.21930 0.3451 EDD-P/EDA-E 2.06 × 10⁻³ 0.27280 0.3637 EDD-E/EDA-P 1.43 × 10⁻³ 0.09264 0.1235 EDD-E/EDA-E 0.839 × 10⁻³  0.16270 0.2169

The data presented above is also presented graphically in FIG. 14. FIG. 14 graphically displays the relative activities of the various EDD/EDA combinations presented in the table above, as measured in assays using 750 micrograms of crude extract. From the height of the PE bar in FIG. 14, and the data presented in the table above, it is evident that the combinations conferring the highest level of activity were the EDD-P/EDA-E (e.g., PE) and EDD-P/EDA-P (e.g., PP) combinations.

Example 19 Improved Ethanol Yield from Yeast Strains Expressing EDD and EDA Constructs

Strains BF428 (vector control), BF591 (EDD-PAO1/EDA-PAO1), BF592 (EDD-PA01/EDA-E. coli), BF603 (EDD-E. coli/EDA-PAO1) and BF604 (EDD-E. coli/EDA-E. coli) were inoculated into 15 m1 SCD-ura-leu media containing 400 μl/L Tween-80 (British Drug Houses, Ltd., West Chester, Pa.) plus 0.01 g/L Ergosterol (EMD, San Diego, Calif.) in 20 ml Hungate tubes outfitted with a butyl rubber stopper and sealed with an aluminum crimped cap to prevent oxygen from entering the culture at an initial OD₆₀₀ of 0.5 and grown for about 20 hours. Glucose and ethanol in the culture media were assayed using YSI 2700 BioAnalyzer instruments (world wide web uniform resource locator ysi.com), according to the manufacturer's recommendations at 0 and 20 hours post inoculation. The results of the fermentation of glucose to ethanol are showing graphically in FIG. 15. The results presented in FIG. 15 indicate that the presence of the EDD/EDA combinations in S. cerevisiae increase the yield of ethanol produced, when compared to a vector-only control. The EDD/EDA combinations that showed the greatest fermentation efficiency in yeast were EDD-P/EDA-E (e.g., PE) and EDD-E/EDA-P (e.g., EP).

Example 20 Improved Ethanol Yield from Yeast Strains Expressing EDD and EDA from PAO1 in Fermentors

A fermentation test of the strain BF591 [BY4742 with plasmids pBF290 (p426GPD-EDD_PAO1) and pBF292 (p425GPD-EDA_PA01)] was conducted against BF428 (BY4742 p426GPD/p425GPD) control strain in 700 ml w.v. Multifors multiplexed fermentors. The fermentation medium was SC-Ura-Leu with about 2% glucose. Vessels were inoculated with about a 6.25% inoculum from overnight cultures grown in about 50 ml SC-Ura-Leu with about 2% glucose.

The cultures were grown aerobically at about 30° C. with about 250 rpm agitation, 1 vvm sparge of process air, (21% O2). The pH was controlled at around 5.0 with 0.25 N NaOH. Once glucose concentrations dropped below 0.5 g/L the fermentation was switched to anaerobic conditions. Before changing to anaerobic conditions, samples were taken to measure glucose concentrations and biomass by OD₆₀₀ as reported in Table B. Ethanol and glucose concentrations in the fermentation broth were monitored using YSI 2700 BioAnalyzer instruments.

The table below presents the elapsed fermentation time (EFT), the biomass and glucose at the start of anaerobic fermentation in a 400 ml fermentor. The edd and eda combinations carried by the strains are described above.

Glucose Strain EFT (hrs) OD_(600 nm) (g/L) BF591 32 4.50 .047 BF428 27 4.81 .062

At the beginning of the anaerobic portion of the fermentation, a bolus of 20 g/L glucose plus 3.35 g/L of yeast nitrogen base without amino acids was added to the fermentors. In addition, 4 ml/L of 2.5 g/L ergosterol in ethanol, 0.4 ml/L Tween 80, and 0.01% AF-204 were added to each fermentor. Oxygen was purged with 100% N2 sparged at about 1 vvm until pO2 was below 1%.

Samples were taken every 2 to 7 hours and measured for ethanol and glucose concentrations and OD₆₀₀. The fermentation was harvested when the glucose concentration was below 0.05 g/L, at 50 hours elapsed fermentation time (EFT). Ethanol and glucose concentrations and OD₆₀₀ of the final sample are reported in the table below.

Ethanol Glucose Strain OD_(600 nm) (g/L) (g/L) BF591 5.6 17.1 .04 BF428 5.6 15.8 0

The data presented in the table above also is presented graphically in FIGS. 16A and 16B. FIG. 16A presents the fermentation data from strain BF428 (BY4742 with vector controls) and FIG. 16B presents the fermentation data from strain BF591 (BY4742 with EDD-PAO1/EDA-PAO1). Fermentation profiles for strains BF 428 and BF 591, grown on 2% dextrose, were calculated and are presented in the table below.

Strain Yx/s Yp/s Yp/x Qp qp BF428 0.24 0.40 7.19 0.02 0.05 BF591 0.23 0.43 7.44 0.02 0.07 Yx/s = OD/g glucose Yp/s = q ethanol/g glucose Yp/x = g ethanol/OD Qp = g ethanol/Lh⁻¹ qp = g ethanol/ODh⁻¹

The results from the fermentation show that the BF591 has a higher ethanol yield (triangles, compare FIG. 16A and FIG. 16B) than the control BF428 strain. The calculated yield of ethanol was also determined to be higher in the engineered BF591 strain (0.43 g ethanol/g glucose) than that of the BF428 control strain (0.40 g ethanol/g glucose).

Example 21 Improved Ethanol Yield in a Tal1 Strain of S. cerevisiae Expressing EDD and EDA from PAO1

To generate BY4741 and BY4742 tal1 mutant strains, the following procedure was used:

Oligonucleotides (SEQ ID NO: 337) #350 - 5′-TAAAACGACGGCCAGTGAAT-3′ (SEQ ID NO: 338) #351 - 5′-TGCAGGTCGACTCTAGAGGAT-3′ (SEQ ID NO: 339) #352 - 5′-GTGTGCGTGTATGTGTACACCTGTATTTAATTTCCTTACT CGCGGGTTTTTCTAAAACGACGGCCAGTGAAT-3′ (SEQ ID NO: 340) #353 - 5′-TGTACCAGTCTAGAATTCTACCAACAAATGGGGAAATCAA AGTAACTTGGGCTGCAGGTCGACTCTAGAGGA-3′

All oligonucleotides set forth above were purchased from Integrated Technologies (“IDT”, Coralville, Iowa). PCR amplification of the genes were performed as follows: about 50 ng of the pBFU-719 DNA (e.g., plasmid with unique 200-mer sequence) was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers (#350/#351 in the first round), and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction mixture was cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 60° C. for 30 seconds, and 72° C. for 45 seconds. A final 5 minute extension reaction at 72° C. was also included. A second round of PCR amplification was done using 50 ng of the first round PCR amplification with 1×Pfu Ultra 11 buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers (#352/#353 in the second round), and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The second reaction mixture was cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 60° C. for 30 seconds, and 72° C. for 45 seconds. A final 5 minute extension reaction at 72° C. was also included. The final PCR product was purified using the Zymo Research DNA Clean & Concentrator-25 kit (Zymo Research, Orange, Calif.).

Transformation was accomplished by a high-efficiency competency method. A 5 ml culture of the BY4742 or BY4741 strain was grown overnight at about 30° C. with shaking at about 200 rpm. A suitable amount of this overnight culture was added to 60 ml of YPD media to obtain an initial OD600 of about 0.2 (approximately 2×10⁶ cells/ml). The cells were allowed to grow at 30° C. with agitation (about 200 rpm) until the OD₆₀₀ was about 1. The cells were then centrifuged at 3000 rpm for 5 min, washed with 10 ml sterile water and re-centrifuged. The cell pellet was resuspended in 1 ml sterile water, transferred to a 1.5 ml sterile microcentrifuge tube and spun down at 4000×g for about 5 minutes. This cell pellet was resuspended in 1 ml sterile 1×TE/LiOAC solution (10 mM Tris-HCl, 1 mM EDTA, 100 mM LiOAc, pH7.5) and re-centrifuged at about 4000×g for about 5 minutes. The cell pellet was resuspended in 0.25 ml 1×TE/LiOAc solution. For the transformation, 50 μl of these cells were aliquoted to a 1.5 ml microcentrifuge tube and about 1 μg purified PCR product and 5 μl of salmon sperm DNA that had been previously boiled for about 5 minutes and placed on ice. 300 μl of a sterile PEG solution was then added (40% PEG 3500, 10 mM Tris-HCl, 1 mM EDTA, 100 mM LiOAc, pH7.5). This mixture was allowed to incubate at 30° C. for about one hour with gentle mixing every 15 minutes. About 40 μl DMSO (Sigma, St. Louis, Mo.) was added to the incubating mixture, and the mixture heat shocked at about 42° C. for about 15 minutes. The cells were pelleted in a microcentrifuge at 13000 rpm for about 30 seconds and the supernatant removed. The cells were resuspended in 1 ml 1×TE (10 mM Tris-HCl, 1 mM EDTA, pH 7.5), centrifuged at 13000 rpm for about 30 seconds and resuspended in 1 ml 1×TE. About 100-200 μl of cells were plated onto SCD-URA media, as described above, and allowed to grow at about 30° C. for about 3 days. After 3 days, transformed colonies were streaked for single colonies on SCD-URA plates and allowed to grow at about 30° C. for about 3 days. From these plates, single colonies were streaked onto SCD agar plates (20 g/L agar in SCD media) containing 1 g/L 5-FOA (Research Products International Corp, Mt. Prospect, Ill.), and also inoculated into YPD liquid broth. The plates were allowed to grow at about 30° C. for about 4 days and the liquid culture was grown overnight at about 30° C. with agitation of about 200 rpm.

To confirm that integration of the construct was correct, genomic DNA was prepared from the YPD overnight cultures. Briefly, the yeast cells were pelleted by centrifugation at room temperature for 5 minutes at approximately 3000 rpm. The cell pellet was resuspended in 200 μl of breaking buffer (2% Triton X-100, 1% SDS, 100 mM NaCl, 10 mM Tris pH8, 1 mM EDTA) and placed into a 1.5 ml microcentrifuge tube containing about 200 μl glass beads and about 200 μl of phenol:chloroform:isoamyl alcohol (Ambion, Austin, Tex.). The mixture was vortexed for about 2 to 5 minutes at room temperature. About 200 μl of sterile water was then added and the mixture vortexed again. The mixture was centrifuged for about 10 minutes at about 13000 rpm and the aqueous layer transferred to a new microcentrifuge tube. About 1/10th of the aqueous layers volume of 3M NaOAc ((British Drug Houses, Ltd., West Chester, Pa.) was added to the aqueous layer and 2.5× the total volume of the mixture of ethanol was added and mixed well. The genomic DNA was then precipitated by placing the tubes at −80° C. for at least one hour (or in a dry ice/ethanol bath for about 30 minutes). The tubes were then centrifuged at about 13000 rpm for 5 minutes at about 4° C. to pellet the DNA. The DNA pellet was then washed two times or more times with about 200 μl of 70% ethanol and re-centrifuged. The DNA pellet was dried using vacuum assisted air drying and resuspended in about 50 to 200 μl 1×TE.

The genomic DNA isolated as described above was used in a PCR amplification reaction consisting of about 50 ng of the genomic DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers (#276/#277), and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction mix was cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 60° C. for 30 seconds, and 72° C. for 45 seconds. A final 5 minute extension reaction at 72° C. was also included. A second round of PCR amplification was done using 50 ng of the first round PCR amplification with 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers (#352/#353 in the second round), and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The second mixture was cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for about 30 seconds. A final 5 minute extension reaction at 72° C. was also included.

Positive colonies from the screen in YPD that had a PCR product of about 1600 bp indicating the insertion of the integration construct in the TAL1 locus, and that grew on the plates containing 5-FOA were grown overnight in YPD at about 30° C. with agitation of about 200 rpm. Genomic DNA was prepared as above and checked by PCR amplification using primers #276 and #277 (described below). Positive clones were identified which had a PCR product of 359 bp indicating the deletion of the tal1 locus and the remaining portion of the 200-mer tag. The strain carrying the correct traits was labeled as BF716. The BY4741 version was labeled as BF717.

Oligonucleotides (SEQ ID NO: 341) #276 - 5′-GTCGACTGGAAATCTGGAAGGTTGGT-3′ (SEQ ID NO: 342) #277 - 5′-GTCGACGCTTTGCTGCAAGGATTCAT-3′

The BY4742 tal1 strain was then made competent using the high efficiency competent method as described above. About 500 ng of plasmids pBF290 and pBF292 or with plasmids p426GPD and p425GPD were used to transform the BY4742 tal1 strain. The final transformation mixture was plated onto SCD-ura-leu plates and grown at about 30° C. for about 3 days. Strain BF716 (BY4742 tal1) with p426GPD/p425GPD was labeled as BF738. Strain BF716 with pBF290/pBF292 was labeled as BF741.

A fermentation test of the BF738 was conducted against BF741 in a 400 ml multiplexed fermentor. The fermentation medium utilized was SC -Ura -Leu with 2% glucose. Cultures were grown overnight in 50 ml SC -Ura -Leu 2% glucose and used to inoculate the fermentors at 4 to 5% inoculum. OD₆₀₀ readings of the inoculum are shown in the table below.

Strain OD_(600 nm) BF741 (tal1 PP) 3.70 BF738 (tal1 VV) 3.80

The cultures were grown aerobically at about 30° C. with about 250 rpm agitation, 0.5 vvm sparge of process air, 21% O₂. pH was controlled at 5.0 with 1N NaOH. Glucose concentrations in the fermentation broth were monitored by YSI 2700 BioAnalyzers during aerobic fermentation. Once glucose was depleted the fermentation was switched to anaerobic conditions. Before changing to anaerobic conditions samples were taken to measure glucose usage. Biomass was measured by monitoring the optical density of the growth medium at 600 nanometers (e.g., OD₆₀₀). EFT at glucose depletion, glucose concentrations and OD₆₀₀ are shown in the table below. The table below reports the amount of biomass in the fermentor and the amount of ethanol produced in grams per liter, after the specified amount of time (EFT), by the respective strains.

Glucose Strain EFT (hrs) OD_(600 nm) (g/L) BF741 (tal1 PP) 43.5 2.50 0.045 BF738 (tal1 VV) 31 2.95 0.192

At the beginning of anaerobic fermentation, about 19 g/L glucose, 3.7 g/L YNB, 4 ml/L of 2.5 g/L ergosterol (in ethanol), 0.4 ml/L Tween 80, and 0.01% AF-204 were added to each fermentor. Oxygen was purged with 100% N₂ sparged at 0.25 vvm for the remainder of the fermentation. Samples were taken every 4 to 12 hours and analyzed for ethanol production and glucose utilization using the YSI Bioanalyzers, and amount of biomass by OD₆₀₀. The fermentations were harvested when the glucose bolus was depleted. Anaerobic ethanol produced, anaerobic glucose consumption and OD₆₀₀ of the final sample are shown in the table below.

Ethanol Glucose Strain OD_(600 nm) Produced (g/L) Consumed (g/L) BF741 (tal1 PP) 3.75 8.1 18.99 BF738 (tal1 VV) 3.6 6.5 18.168

The results are also presented graphically in FIGS. 17A and 17B. FIG. 17A illustrates the fermentation data for strain BF738 (BY4742 tal1 with vector controls p426GPD and p425GPD) and FIG. 17B illustrates the fermentation data for strain BF741 (BY4742 tal1 with plasmids pBF290 (EDD-PAO1) and pBF292 (EDA-PAO1). The results presented above and in FIGS. 17A and 17B indicate that strain BF741, which expresses the activities encoded by the eda and edd genes, yields more ethanol than control strain BF738. Strain BF741 produced about 0.43 g ethanol per gram of glucose consumed whereas strain BF738 produced only 0.36 g ethanol per gram of glucose consumed. Fermentation profiles were calculated for strains BF738 and BF741 and are presented below.

Strain Yx/s Yp/s Yp/x Qp qp BF738 0.198 0.358 3.76 0.371 0.103 BF741 0.203 0.439 2.16 0.439 0.131 Yx/s = OD/g glucose, Yp/s = q ethanol/g glucose, Yp/x = g ethanol/OD Qp = g ethanol/Lh⁻¹, qp = g ethanol/ODh⁻¹

Example 22 Complementation and Improved Ethanol Yield in a pfk1 Strain of S. cerevisiae Expressing the EDA and EDD Genes from P. aeruginosa

Strain BF205 (YGR240C/BY4742, ATCC Cat. No. 4015893; PubMed: 10436161) was transformed with plasmids p426GPD and p425GPD or with plasmids pBF290 (p426GPD/EDD-PAO1) and pBF292 (p426GPD/EDA-PAO1), generating strains BF740 (vector controls) and BF743, respectively. Transformation was accomplished by a high-efficiency competency method using 500 ng of plasmids p426GPD and p425GPD or plasmids pBF290 and pBF292. Transformants were plated onto SCD-ura-leu agar plates and grown at about 30° C. for about 3 days. The final strains were named BF740 (BY4742 pfk1 with plasmids p426GPD and p425GPD) and BF743 (BY4742-pfk1, pBF290/pBF292).

A fermentation test of the control strain BF740 (BY4742 pfk1 with plasmids p426GPD and p425GPD) was conducted against BF743 (BY4742-pfk1, pBF290/pBF292) in 400 ml w.v. Multifors multiplexed fermentors. The fermentation medium was SC-Ura-Leu with 2% glucose. Vessels were inoculated with about a 10% inoculum from overnight cultures grown in about 50 ml SC-Ura-Leu with about 2% glucose and normalized to 0.5 OD₆₀₀. The actual inoculated ODs for the fermentations are shown in the table below.

Strain OD_(600 nm) BF740 (pfk1 VV) 0.571 BF743 (pfk1 PP) 0.535

The cultures were grown aerobically at about 30° C. with about 250 rpm agitation, 1 vvm sparge of process air, (21% O₂). The pH was controlled at around 5.0 with 0.25 N NaOH. Once glucose concentrations dropped below 0.5 g/L the fermentation was switched to anaerobic conditions. Before changing to anaerobic conditions, samples were taken to measure glucose concentrations and biomass by OD₆₀₀ as shown in the table below. The table below shows the beginning cell biomass and glucose concentration (in grams per liter of nutrient broth). Ethanol and glucose concentrations in the fermentation broth were monitored using a YSI 2700 BioAnalyzer.

Ethanol Glucose Strain OD_(600 nm) (g/L) (g/L) BF740 5.94 5.67 0.033 BF743 5.82 5.82 0.034

At the beginning of the anaerobic portion of the fermentation, a bolus of about 18 g/L glucose plus about 4 ml/L of 2.5 g/L ergosterol in Ethanol, 0.4 ml/L Tween 80, and 0.01% AF-204 were added to each fermentor. Oxygen was purged with 100% N₂ sparged at about 1 vvm until pO₂ was below 1%. Samples were taken every 4 to 8 hours and measured for ethanol and glucose concentrations and biomass (OD₆₀₀). The fermentation was harvested when the glucose concentration was below 0.05 g/L, at about 42 hours elapsed fermentation time (EFT). Ethanol and glucose concentrations and OD₆₀₀ of the final sample are shown in the table below.

Ethanol Glucose Strain OD_(600 nm) (g/L) (g/L) BF740 6.4 5.07 14.6 BF743 5.09 13.37 0.042

The results also are present graphically in FIGS. 18A and 18B. The results presented in FIG. 18A illustrate the fermentation data for strain BF740 grown on 2% dextrose and the results presented in FIG. 18B illustrate the fermentation data for strain BF743 grown on 2% dextrose. The results indicate that the BY4742 pfk1 mutant strain, BF740 cannot utilize glucose nor produce ethanol under anaerobic conditions. However, the engineered strain BF743 is capable of both utilizing glucose and producing ethanol under anaerobic conditions. Strain BF743 has a yield of about 0.39 g ethanol per gram of glucose consumed versus no yield in the control strain BF740. The fermentation profile for strains BF740 and BF743 are presented in the table below.

Strain Yx/s Yp/s Yp/x Qp qp BF740 2.133 −0.700 −0.328 −0.022 −0.003 BF743 0.264 0.390 1.483 0.178 0.035 Yx/s = OD/g glucose, Yp/s = q ethanol/g glucose, Yp/x = g ethanol/OD Qp = g ethanol/Lh⁻¹, qp = g ethanol/ODh⁻¹

Example 23 EDD and EDA Activities From Other Sources

The EDD and EDA genes also have been isolated from additional sources and tested for the ability to direct fermentation in yeast. The additional EDD and EDA genes have been isolated from Shewanella oneidensis, Gluconobacter oxydans, and Ruminococcus flavefaciens. Genomic DNA was purchased from ATCC for both S. oneidensis (Cat. No. 700550D) and G. oxydans (621 HD-5). R. flavefaciens, strain C94 (NCDO 2213) was also purchased from ATCC (Cat. No. 19208). To prepare genomic DNA, R. flavefaciens was grown in cooked meat media (Becton Dickinson, Franklin Lakes, N.J. USA) overnight at 37° C. and genomic DNA was isolated using a Qiagen DNeasy Blood and Tissue kit according to the manufacture's protocol. The eda and edd genes were PCR amplified from the corresponding genomic DNA using the following sets of PCR oligonucleotides. The nucleotide and amino acid sequences of eda and edd genes PCR amplified using the following sets of PCR oligonucleotide primers, also is given below.

The S. oneidensis edd gene: (SEQ. ID. NO: 73) 5′-GTTCACTGCactagtaaaaaaATGCACTCAGTCGTTCAATCTG-3′ (SEQ. ID. NO: 74) 5′-CTTCGAGATCTCGAGTTAGTAAAGTTCATCGATGGC-3′ The S. oneidensis eda gene: (SEQ. ID. NO: 75) 5′-GTTCACTGCactagtaaaaaaATGCTTGAGAATAACTGGTC-3′ (SEQ. ID. NO: 76) 5′-CTTCGAGATCTCGAGTTAAAGTCCGCCAATCGCCTC-3′ The G. oxydans edd gene: (SEQ. ID. NO: 77) 5′-GTTCACTGCactagtaaaaaaATGTCTCTGAATCCCGTCGTC-3′ (SEQ. ID. NO: 78) 5′-CTTCGAGATCTCGAGTTAGTGAATGTCGTCGCCAAC-3′ The G. oxydans eda gene: (SEQ. ID. NO: 79) 5′-GTTCACTGCactagtaaaaaaATGATCGATACTGCCAAACTC-3′ (SEQ. ID. NO: 80) 5′-CTTCGAGATCTCGAGTCAGACCGTGAAGAGTGCCGC-3′ The R. flavefaciens edd gene: (SEQ. ID. NO: 81) 5′-GTTCACTGCactagtaaaaaaATGAGCGATAATTTTTTCTGCG-3′ (SEQ. ID. NO: 82) 5′-CTTCGAGATCTCGAGCTATTTCCTGTTGATGATAGC-3′ S. oneidensis 6-phosphogluconate dehydratase (edd) (SEQ. ID. NO: 83) ATGCACTCAGTCGTTCAATCTGTTACTGACAGAATTATTGCCCGTAGCAAAGCATCTCGTGAA GCATACCTTGCTGCGTTAAACGATGCCCGTAACCATGGTGTACACCGAAGTTCCTTAAGTTGC GGTAACTTAGCCCACGGTTTTGCGGCTTGTAATCCCGATGACAAAAATGCATTGCGTCAATTG ACGAAGGCCAATATTGGGATTATCACCGCATTCAACGATATGTTATCTGCACACCAACCCTAT GAAACCTATCCTGATTTGCTGAAAAAAGCCTGTCAGGAAGTCGGTAGTGTTGCGCAGGTGGC TGGCGGTGTTCCCGCCATGTGTGACGGCGTGACTCAAGGTCAGCCCGGTATGGAATTGAGCT TACTGAGCCGTGAAGTGATTGCGATGGCAACCGCGGTTGGCTTATCACACAATATGTTTGATG GAGCCTTACTCCTCGGTATTTGCGATAAAATTGTACCGGGTTTACTGATTGGTGCCTTAAGTTT TGGCCATTTACCTATGTTGTTTGTGCCCGCAGGCCCAATGAAATCGGGTATTCCTAATAAGGA AAAAGCTCGCATTCGTCAGCAATTTGCTCAAGGTAAGGTCGATAGAGCACAACTGCTCGAAGC GGAAGCCCAGTCTTACCACAGTGCGGGTACTTGTACCTTCTATGGTACCGCTAACTCGAACCA ACTGATGCTCGAAGTGATGGGGCTGCAATTGCCGGGTTCATCTTTTGTGAATCCAGACGATCC ACTGCGCGAAGCCTTAAACAAAATGGCGGCCAAGCAGGTTTGTCGTTTAACTGAACTAGGCA CTCAATACAGTCCGATTGGTGAAGTCGTTAACGAAAAATCGATAGTGAATGGTATTGTTGCATT GCTCGCGACGGGTGGTTCAACAAACTTAACCATGCACATTGTGGCGGCGGCCCGTGCTGCA GGTATTATCGTCAACTGGGATGACTTTTCGGAATTATCCGATGCGGTGCCTTTGCTGGCACGT GTTTATCCAAACGGTCATGCGGATATTAACCATTTCCACGCTGCGGGTGGTATGGCTTTCCTT ATCAAAGAATTACTCGATGCAGGTTTGCTGCATGAGGATGTCAATACTGTCGCGGGTTATGGT CTGCGCCGTTACACCCAAGAGCCTAAACTGCTTGATGGCGAGCTGCGCTGGGTCGATGGCC CAACAGTGAGTTTAGATACCGAAGTATTAACCTCTGTGGCAACACCATTCCAAAACAACGGTG GTTTAAAGCTGCTGAAGGGTAACTTAGGCCGCGCTGTGATTAAAGTGTCTGCCGTTCAGCCAC AGCACCGTGTGGTGGAAGCGCCCGCAGTGGTGATTGACGATCAAAACAAACTCGATGCGTTA TTTAAATCCGGCGCATTAGACAGGGATTGTGTGGTGGTGGTGAAAGGCCAAGGGCCGAAAGC CAACGGTATGCCAGAGCTGCATAAACTAACGCCGCTGTTAGGTTCATTGCAGGACAAAGGCTT TAAAGTGGCACTGATGACTGATGGTCGTATGTCGGGCGCATCGGGCAAAGTACCTGCGGCGA TTCATTTAACCCCTGAAGCGATTGATGGCGGGTTAATTGCAAAGGTACAAGACGGCGATTTAA TCCGAGTTGATGCACTGACCGGCGAGCTGAGTTTATTAGTCTCTGACACCGAGCTTGCCACC AGAACTGCCACTGAAATTGATTTACGCCATTCTCGTTATGGCATGGGGCGTGAGTTATTTGGA GTACTGCGTTCAAACTTAAGCAGTCCTGAAACCGGTGCGCGTAGTACTAGCGCCATCGATGA ACTTTACTAA S. oneidensis 6-phosphogluconate dehydratase (edd)-Amino Acid sequence (SEQ. ID. NO: 84) MHSVVQSVTDRIIARSKASREAYLAALNDARNHGVHRSSLSCGNLAHGFAACNPDDKNALRQLTK ANIGIITAFNDMLSAHQPYETYPDLLKKACQEVGSVAQVAGGVPAMCDGVTQGQPGMELSLLSRE VIAMATAVGLSHNMFDGALLLGICDKIVPGLLIGALSFGHLPMLFVPAGPMKSGIPNKEKARIRQQF AQGKVDRAQLLEAEAQSYHSAGTCTFYGTANSNQLMLEVMGLQLPGSSFVNPDDPLREALNKMA AKQVCRLTELGTQYSPIGEVVNEKSIVNGIVALLATGGSTNLTMHIVAAARAAGIIVNWDDFSELSD AVPLLARVYPNGHADINHFHAAGGMAFLIKELLDAGLLHEDVNTVAGYGLRRYTQEPKLLDGELR WVDGPTVSLDTEVLTSVATPFQNNGGLKLLKGNLGRAVIKVSAVQPQHRVVEAPAVVIDDQNKLD ALFKSGALDRDCVVVVKGQGPKANGMPELHKLTPLLGSLQDKGFKVALMTDGRMSGASGKVPAA IHLTPEAIDGGLIAKVQDGDLIRVDALTGELSLLVSDTELATRTATEIDLRHSRYGMGRELFGVLRSN LSSPETGARSTSAIDELY G. oxydans 6-phosphogluconate dehydratase (edd) (SEQ. ID. NO: 85) ATGTCTCTGAATCCCGTCGTCGAGAGCGTGACTGCCCGTATCATCGAGCGTTCGAAAGTCTC CCGTCGCCGGTATCTCGCCCTGATGGAGCGCAACCGCGCCAAGGGTGTGCTCCGGCCCAAG CTGGCCTGCGGTAATCTGGCGCATGCCATCGCAGCGTCCAGCCCCGACAAGCCGGATCTGA TGCGTCCCACCGGGACCAATATCGGCGTGATCACGACCTATAACGACATGCTCTCGGCGCAT CAGCCGTATGGCCGCTATCCCGAGCAGATCAAGCTGTTCGCCCGTGAAGTCGGTGCGACGG CCCAGGTTGCAGGCGGCGCACCAGCAATGTGTGATGGTGTGACGCAGGGGCAGGAGGGCAT GGAACTCTCCCTGTTCTCCCGTGACGTGATCGCCATGTCCACGGCGGTCGGGCTGAGCCAC GGCATGTTTGAGGGCGTGGCGCTGCTGGGCATCTGTGACAAGATTGTGCCGGGCCTTCTGAT GGGCGCGCTGCGCTTCGGTCATCTCCCGGCCATGCTGATCCCGGCAGGGCCAATGCCGTCC GGTCTTCCAAACAAGGAAAAGCAGCGCATCCGCCAGCTCTATGTGCAGGGCAAGGTCGGGC AGGACGAGCTGATGGAAGCGGAAAACGCCTCCTATCACAGCCCGGGCACCTGCACGTTCTAT GGCACGGCCAATACGAACCAGATGATGGTCGAAATCATGGGTCTGATGATGCCGGACTCGGC TTTCATCAATCCCAACACGAAGCTGCGTCAGGCAATGACCCGCTCGGGTATTCACCGTCTGG CCGAAATCGGCCTGAACGGCGAGGATGTGCGCCCGCTCGCTCATTGCGTAGACGAAAAGGC CATCGTGAATGCGGCGGTCGGGTTGCTGGCGACGGGTGGTTCGACCAACCATTCGATCCATC TTCCTGCTATCGCCCGTGCCGCTGGTATCCTGATCGACTGGGAAGACATCAGCCGCCTGTCG TCCGCGGTTCCGCTGATCACCCGTGTTTATCCGAGCGGTTCCGAGGACGTGAACGCGTTCAA CCGCGTGGGTGGTATGCCGACCGTGATCGCCGAACTGACGCGCGCCGGGATGCTGCACAAG GACATTCTGACGGTCTCTCGTGGCGGTTTCTCCGATTATGCCCGTCGCGCATCGCTGGAAGG CGATGAGATCGTCTACACCCACGCGAAGCCGTCCACGGACACCGATATCCTGCGCGATGTGG CTACGCCTTTCCGGCCCGATGGCGGTATGCGCCTGATGACTGGTAATCTGGGCCGCGCGAT CTACAAGAGCAGCGCTATTGCGCCCGAGCACCTGACCGTTGAAGCGCCGGCACGGGTCTTC CAGGACCAGCATGACGTCCTCACGGCCTATCAGAATGGTGAGCTTGAGCGTGATGTTGTCGT GGTCGTCCGGTTCCAGGGACCGGAAGCCAACGGCATGCCGGAGCTTCACAAGCTGACCCCG ACTCTGGGCGTGCTTCAGGATCGCGGCTTCAAGGTGGCCCTGCTGACGGATGGACGCATGT CCGGTGCGAGCGGCAAGGTGCCGGCCGCCATTCATGTCGGTCCCGAAGCGCAGGTTGGCG GTCCGATCGCCCGCGTGCGGGACGGCGACATGATCCGTGTCTGCGCGGTGACGGGACAGAT CGAGGCTCTGGTGGATGCCGCCGAGTGGGAGAGCCGCAAGCCGGTCCCGCCGCCGCTCCC GGCATTGGGAACGGGCCGCGAACTGTTCGCGCTGATGCGTTCGGTGCATGATCCGGCCGAG GCTGGCGGATCCGCGATGCTGGCCCAGATGGATCGCGTGATCGAAGCCGTTGGCGACGACA TTCACTAA G. oxydans 6-phosphogluconate dehydratase (edd)-Amino Acid sequence (SEQ. ID. NO: 86) MSLNPVVESVTARIIERSKVSRRRYLALMERNRAKGVLRPKLACGNLAHAIAASSPDKPDLMRPTG TNIGVITTYNDMLSAHQPYGRYPEQIKLFAREVGATAQVAGGAPAMCDGVTQGQEGMELSLFSRD VIAMSTAVGLSHGMFEGVALLGICDKIVPGLLMGALRFGHLPAMLIPAGPMPSGLPNKEKQRIRQL YVQGKVGQDELMEAENASYHSPGTCTFYGTANTNQMMVEIMGLMMPDSAFINPNTKLRQAMTR SGIHRLAEIGLNGEDVRPLAHCVDEKAIVNAAVGLLATGGSTNHSIHLPAIARAAGILIDWEDISRLSS AVPLITRVYPSGSEDVNAFNRVGGMPTVIAELTRAGMLHKDILTVSRGGFSDYARRASLEGDEIVY THAKPSTDTDILRDVATPFRPDGGMRLMTGNLGRAIYKSSAIAPEHLTVEAPARVFQDQHDVLTAY QNGELERDVVVVVRFQGPEANGMPELHKLTPTLGVLQDRGFKVALLTDGRMSGASGKVPAAIHV GPEAQVGGPIARVRDGDMIRVCAVTGQIEALVDAAEWESRKPVPPPLPALGTGRELFALMRSVHD PAEAGGSAMLAQMDRVIEAVGDDIH R. flavefaciens phosphogluconate dehydratase/DHAD (SEQ. ID. NO: 87) ATGAGCGATAATTTTTTCTGCGAGGGTGCGGATAAAGCCCCTCAGCGTTCACTTTTCAATGCA CTGGGCATGACTAAAGAGGAAATGAAGCGTCCCCTCGTTGGTATCGTTTCTTCCTACAATGAG ATCGTTCCCGGCCATATGAACATCGACAAGCTGGTCGAAGCCGTTAAGCTGGGTGTAGCTAT GGGCGGCGGCACTCCTGTTGTTTTCCCTGCTATCGCTGTATGCGACGGTATCGCTATGGGTC ACACAGGCATGAAGTACAGCCTTGTTACCCGTGACCTTATTGCCGATTCTACAGAGTGTATGG CTCTTGCTCATCACTTCGACGCACTGGTAATGATACCTAACTGCGACAAGAACGTTCCCGGCC TGCTTATGGCGGCTGCACGTATCAATGTTCCTACTGTATTCGTAAGCGGCGGCCCTATGCTTG CAGGCCATGTAAAGGGTAAGAAGACCTCTCTTTCATCCATGTTCGAGGCTGTAGGCGCTTACA CAGCAGGCAAGATAGACGAGGCTGAACTTGACGAATTCGAGAACAAGACCTGCCCTACCTGC GGTTCATGTTCGGGTATGTATACCGCTAACTCCATGAACTGCCTCACTGAGGTACTGGGTATG GGTCTCAGAGGCAACGGCACTATCCCTGCTGTTTACTCCGAGCGTATCAAGCTTGCAAAGCA GGCAGGTATGCAGGTTATGGAACTCTACAGAAAGAATATCCGCCCTCTCGATATCATGACAGA GAAGGCTTTCCAGAACGCTCTCACAGCTGATATGGCTCTTGGATGTTCCACAAACAGTATGCT CCATCTCCCTGCTATCGCCAACGAATGCGGCATAAATATCAACCTTGACATGGCTAACGAGAT AAGCGCCAAGACTCCTAACCTCTGCCATCTTGCACCGGCAGGCCACACCTACATGGAAGACC TCAACGAAGCAGGCGGAGTTTATGCAGTTCTCAACGAGCTGAGCAAAAAGGGACTTATCAACA CCGACTGCATGACTGTTACAGGCAAGACCGTAGGCGAGAATATCAAGGGCTGCATCAACCGT GACCCTGAGACTATCCGTCCTATCGACAACCCATACAGTGAAACAGGCGGAATCGCCGTACT CAAGGGCAATCTTGCTCCCGACAGATGTGTTGTGAAGAGAAGCGCAGTTGCTCCCGAAATGC TGGTACACAAAGGCCCTGCAAGAGTATTCGACAGCGAGGAAGAAGCTATCAAGGTCATCTAT GAGGGCGGTATCAAGGCAGGCGACGTTGTTGTTATCCGTTACGAAGGCCCTGCAGGCGGCC CCGGCATGAGAGAAATGCTCTCTCCTACATCAGCTATACAGGGTGCAGGTCTCGGCTCAACT GTTGCTCTAATCACTGACGGACGTTTCAGCGGCGCTACCCGTGGTGCGGCTATCGGACACGT ATCCCCCGAAGCTGTAAACGGCGGTACTATCGCATATGTCAAGGACGGCGATATTATCTCCAT CGACATACCGAATTACTCCATCACTCTTGAAGTATCCGACGAGGAGCTTGCAGAGCGCAAAAA GGCAATGCCTATCAAGCGCAAGGAGAACATCACAGGCTATCTGAAGCGCTATGCACAGCAGG TATCATCCGCAGACAAGGGCGCTATCATCAACAGGAAATAG R. flavefaciens phosphogluconate dehydratase/DHAD-Amino Acid sequence (SEQ. ID. NO: 88) MSDNFFCEGADKAPQRSLFNALGMTKEEMKRPLVGIVSSYNEIVPGHMNIDKLVEAVKLGVAMGG GTPVVFPAIAVCDGIAMGHTGMKYSLVTRDLIADSTECMALAHHFDALVMIPNCDKNVPGLLMAAA RINVPTVFVSGGPMLAGHVKGKKTSLSSMFEAVGAYTAGKIDEAELDEFENKTCPTCGSCSGMYT ANSMNCLTEVLGMGLRGNGTIPAVYSERIKLAKQAGMQVMELYRKNIRPLDIMTEKAFQNALTAD MALGCSTNSMLHLPAIANECGININLDMANEISAKTPNLCHLAPAGHTYMEDLNEAGGVYAVLNEL SKKGLINTDCMTVTGKTVGENIKGCINRDPETIRPIDNPYSETGGIAVLKGNLAPDRCVVKRSAVAP EMLVHKGPARVFDSEEEAIKVIYEGGIKAGDVVVIRYEGPAGGPGMREMLSPTSAIQGAGLGSTVA LITDGRFSGATRGAAIGHVSPEAVNGGTIAYVKDGDIISIDIPNYSITLEVSDEELAERKKAMPIKRKE NITGYLKRYAQQVSSADKGAIINRK

Pair wise homology comparisons for various edd proteins are presented in the table below. The comparisons were made using ClustalW software (ClustalW and ClustalX version 2; Larkin M. A., Blackshields G., Brown N. P., Chema R., McGettigan P. A., McWilliam H., Valentin F., Wallace I. M., Wilm A., Lopez R., Thompson J. D., Gibson T. J. and Higgins D. G., Bioinformatics 2007 23(21): 2947-2948). ClustalW is a free alignment tool available at the European Bioinformatics Institute website (e.g., world wide web uniform resource locator ebi.ac.uk, specific ClustalW location is ebi.ac.uk/Tools/clustalw2/index.html). PA01=Pseudomonas aeruginosa PA01, E.C.=Eschericia coli, S.O.=S. oneidensis, G.O.=G. oxydans, R.F.=Ruminococcus flavefaciens.

PAO1 E.C. S.O. G.O. R.F. PAO1 100 62 62 55 29 E.C. 62 100 66 56 30 S.O. 62 66 100 56 28 G.O. 55 56 56 100 28 R.F. 29 30 28 28 100

S. oneidensis keto-hydroxyglutarate-aldolase/keto-deoxy-phosphogluconate aldolase (eda) (SEQ. ID. NO: 89) ATGCTTGAGAATAACTGGTCATTACAACCACAAGATATTTTTAAACGCAGCCCTATTGTTCCTG TTATGGTGATTAACAAGATTGAACATGCGGTGCCCTTAGCTAAAGCGCTGGTTGCCGGAGGG ATAAGCGTGTTGGAAGTGACATTACGCACGCCATGCGCCCTTGAAGCTATCACCAAAATCGCC AAGGAAGTGCCTGAGGCGCTGGTTGGCGCGGGGACTATTTTAAATGAAGCCCAGCTTGGACA GGCTATCGCCGCTGGTGCGCAATTTATTATCACTCCAGGTGCGACAGTTGAGCTGCTCAAAG CGGGCATGCAAGGACCGGTGCCGTTAATTCCGGGCGTTGCCAGTATTTCCGAGGTGATGACG GGCATGGCGCTGGGCTACACTCACTTTAAATTCTTCCCTGCTGAAGCGTCAGGTGGCGTTGA TGCGCTTAAGGCTTTCTCTGGGCCGTTAGCAGATATCCGCTTCTGCCCAACAGGTGGAATTAC CCCGAGCAGCTATAAAGATTACTTAGCGCTGAAGAATGTCGATTGTATTGGTGGCAGCTGGAT TGCTCCTACCGATGCGATGGAGCAGGGCGATTGGGATCGTATCACTCAGCTGTGTAAAGAGG CGATTGGCGGACTTTAA S. oneidensis keto-hydroxyglutarate-aldolase/keto-deoxy-phosphogluconate aldolase (eda)-Amino Acid sequence (SEQ. ID. NO: 90) MLENNWSLQPQDIFKRSPIVPVMVINKIEHAVPLAKALVAGGISVLEVTLRTPCALEAITKIAKEVPEA LVGAGTILNEAQLGQAIAAGAQFIITPGATVELLKAGMQGPVPLIPGVASISEVMTGMALGYTHFKF FPAEASGGVDALKAFSGPLADIRFCPTGGITPSSYKDYLALKNVDCIGGSWIAPTDAMEQGDWDRI TQLCKEAIGGL G. oxydans keto-hydroxyglutarate-aldolase/keto-deoxy-phosphogluconate aldolase (eda) (SEQ. ID. NO: 91) ATGATCGATACTGCCAAACTCGACGCCGTCATGAGCCGTTGTCCGGTCATGCCGGTGCTGGT GGTCAATGATGTGGCTCTGGCCCGCCCGATGGCCGAGGCTCTGGTGGCGGGTGGACTGTCC ACGCTGGAAGTCACGCTGCGCACGCCCTGCGCCCTTGAAGCTATTGAGGAAATGTCGAAAGT ACCAGGCGCGCTGGTCGGTGCCGGTACGGTGCTGAATCCGTCCGACATGGACCGTGCCGTG AAGGCGGGTGCGCGCTTCATCGTCAGCCCCGGCCTGACCGAGGCGCTGGCAAAGGCGTCG GTTGAGCATGACGTCCCCTTCCTGCCAGGCGTTGCCAATGCGGGTGACATCATGCGGGGTCT GGATCTGGGTCTGTCACGCTTCAAGTTCTTCCCGGCTGTGACGAATGGCGGCATTCCCGCGC TCAAGAGCTTGGCCAGTGTTTTTGGCAGCAATGTCCGTTTCTGCCCCACGGGCGGCATTACG GAAGAGAGCGCACCGGACTGGCTGGCGCTTCCCTCCGTGGCCTGCGTCGGCGGATCCTGG GTGACGGCCGGCACGTTCGATGCGGACAAGGTCCGTCAGCGCGCCACGGCTGCGGCACTCT TCACGGTCTGA G. oxydans keto-hydroxyglutarate-aldolase/keto-deoxy-phosphogluconate aldolase (eda)-Amino Acid (SEQ. ID. NO: 92) MIDTAKLDAVMSRCPVMPVLVVNDVALARPMAEALVAGGLSTLEVTLRTPCALEAIEEMSKVPGAL VGAGTVLNPSDMDRAVKAGARFIVSPGLTEALAKASVEHDVPFLPGVANAGDIMRGLDLGLSRFK FFPAVTNGGIPALKSLASVFGSNVRFCPTGGITEESAPDWLALPSVACVGGSWVTAGTFDADKVR QRATAAALFTV

Pair wise homology comparisons for various eda proteins are presented in the table below. The comparisons were made using ClustalW software (ClustalW and ClustaIX version 2; Larkin M. A., Blackshields G., Brown N. P., Chema R., McGettigan P. A., McWilliam H., Valentin F., Wallace I. M., Wilm A., Lopez R., Thompson J. D., Gibson T. J. and Higgins D. G., Bioinformatics 2007 23(21): 2947-2948). PAO1=Pseudomonas aeruginosa PAO1, E.C.=Eschericia coli, S.O.=S. oneidensis, G.O.=G. oxydans, R.F.=Ruminococcus flavefaciens.

PAO1 E.C. S.O. G.O. PAO1 100 41 44 40 E.C. 41 100 60 46 S.O. 44 60 100 45 G.O. 40 46 45 100

All oligonucleotides set forth above were purchased from Integrated technologies (“IDT”, Coralville, Iowa). These oligonucleotides were designed to incorporate a SpeI restriction endonuclease cleavage site upstream and an XhoI restriction endonuclease cleavage site downstream of the edd and eda gene constructs, such that the sites could be used to clone the genes into yeast expression vectors p426GPD (ATCC accession number 87361) and p425GPD (ATCC accession number 87359). In addition to incorporating restriction endonuclease cleavage sites, the forward oligonucleotides were designed to incorporate six consecutive A nucleotides immediately upstream of the ATG initiation codon.

PCR amplification of the genes were performed as follows: about 100 ng of the genomic DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction mixture was cycled as follows: 95° C. 10 minutes followed by 30 rounds of 95° C. for 20 seconds, 50° C. (eda amplifications) or 53° C. (edd amplifications) for 30 seconds, and 72° C. for 15 seconds (eda amplifications) or 30 seconds (edd amplifications). A final 5 minute extension reaction at 72° C. was also included. Each amplified product was TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations and the sequences verified (GeneWiz, La Jolla, Calif.).

Cloning of New edd and eda Genes into Yeast Expression Vectors

Each of the sequence-verified eda and edd fragments were subcloned into the corresponding restriction sites in plasmids p425GPD and p426GPD vectors (ATCC #87361; PubMed: 7737504). Briefly, about 50 ng of SpeI-XhoI-digested p425GPD vector was ligated to about 50 ng of SpeI/XhoI -restricted eda or edd fragment in a 10 μl reaction with 1×T4 DNA ligase buffer and 1 U T4 DNA ligase (Fermentas) overnight at 16° C. About 3 μl of this reaction was used to transform DHSα competent cells (Zymo Research) and plated onto LB agar media containing 100 μg/ml ampicillin. Final constructs were confirmed by restriction endonuclease digests and sequence verification (GeneWiz, La Jolla, Calif.).

In Vivo Assay to Determine Optimal EDD/EDA Combination

To determine the optimal EDD/EDA gene combinations, a yeast strain was developed to enable in vivo gene combination evaluation. Growth on glucose was impaired in this strain by disrupting both copies of phosphofructokinase (PFK), however, the strain could grow normally on galactose due to the presence of a single plasmid copy of the PFK2 gene under the control of a GAL1 promoter. The strain can only grow on glucose if a functional EDD/EDA is present in the cell. The strain was generated using strain BF205 (YGR240C/BY4742, ATCC Cat. No. 4015893; Winzeler E A, et al. Science 285: 901-906, 1999, PubMed: 10436161) as the starting strain.

PFK2 Expressing Plasmid

The plasmid expressing the PFK2 gene under the control of the GAL1 promoter, for use in the in vivo edd/eda gene combination evaluations, was constructed by first isolating the PFK2 gene. Primers JML/89 and JML/95 were used to amplify the PFK2 gene from BY4742 in a PCR reaction containing about 100 ng of the genomic DNA, 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reactions were cycled as follows: 95° C. for 10 minutes followed by 10 rounds of 95° C. for 20 seconds, 55° C. for 20 seconds, and 72° C. for 90 seconds and 25 rounds of 95° C. for 20 seconds, 62° C. for 20 seconds, and 72° C. for 90 seconds. A final 5 minute extension reaction at 72° C. was also included. Each amplified product was TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations and sequence verified (GeneWiz, San Diego, Calif.). The sequences of JML/89 and JML/95 are given below.

JML/89 (SEQ ID NO: 343) ACTAGTATGACTGTTACTACTCCTTTTGTGAATGGTAC JML/95 (SEQ ID NO: 344) CTCGAGTTAATCAACTCTCTTTCTTCCAACCAAATGGTC

The primers used were designed to include a unique SpeI restriction site at the 5′ end of the gene and a unique XhoI restriction site at the 3′ end of the gene. This SpeI-XhoI fragment (approximately 2900 bp) was cloned into the SpeI-XhoI sites of the yeast vector p416GAL (ATCC Cat. No. 87332; Mumberg D, et al., Nucleic Acids Res. 22: 5767-5768, 1994. PubMed: 7838736) in a 10 μl ligation reaction containing about 50 ng of the p416GAL plasmid and about 100 ng of the PFK2 fragment with 1× ligation buffer and 1 U T4 DNA ligase (Fermentas). This ligation reaction was allowed to incubate at room temperature for about one hour and was transformed into competent DH5α (Zymo Research, Orange, Calif.) and plated onto LB plates containing 100 μg/ml ampicillin. The final plasmid was verified by restriction digests and sequence confirmed (GeneWiz, San Diego, Calif.) and was called pBF744. Plasmid pBF744 was transformed in yeast strain BF205 (BY4742 pfk1) using the procedure outlined below. This resulting strain was called BF1477.

-   -   1. Inoculate SmLs YPD with a single yeast colony. Grow O/N at         30° C.     -   2. Next day: add 50 μl culture to 450 μl fresh YPD, check A660.         Add suitable amount of cells to 60 mLs fresh YPD to give an         A660=0.2 (2×10⁶ cells/mL). Grow to A660=1.0 (2×10⁷ cells/mL),         approximately 5 hours.     -   3. Boil a solution of 10 mg/ml salmon sperm DNA for 5 min, then         quick chill on ice.     -   4. Spin down 50 mL cells at 3000 rpm for 5 min, wash in 10 mL         sterile water, recentrifuge.     -   5. Resuspend in 1 mL sterile water. Transfer to 1.5 mL sterile         microfuge tube, spin down.     -   6. Resuspend in 1 mL sterile TE/LiOAC solution. Spin down,         resuspend in 0.25 mLs TE/LiOAc (4×10⁹ cells).     -   7. In a 1.5 mL microfuge tube, mix 50 μl yeast cells with 1-5 μg         transforming DNA and 5 μl single stranded carrier DNA (boiled         salmon sperm DNA).     -   8. Add 300 μl sterile PEG solution. Mix thoroughly. Incubate at         30° C. for 60 min with gentle mixing every 15 min.     -   9. Add 40 μl DMSO, mix thoroughly. Heat shock at 42° C. for 15         min.     -   10. Microfuge cells at 13000 rpm for 30 seconds, remove         supernatant. Resuspend in 1 mL 1×TE, microfuge 30 sec. Resuspend         in 1 mL 1×TE. Plate 100-200 μl on selective media (SCD-ura).

pfk2 Knockout Cassette

A knockout cassette for the PFK2 gene was constructed by first PCR amplifying about 300 bp of the 5′ and 3′ flanking regions of the PFK2 gene from S. cerevisiae, strain BY4742 using primers JML/85 and JML/87 and primers JML/86 and JML/88, respectively. These flanking regions were designed such that the 5′ flanking region had a HindIII site at its 5′ edge and a BamHI site at its 3′ end. The 3′ flanking region had a BamHI site at its 5′ edge and a EcoRI site at its 3′ edge. The nucleotide sequence of the PFK2 gene and the primers used for amplification of the PFK2 gene are given below.

S. cerevisiae PFK2 (from genomic sequence) SEQ. ID. NO: 121 ATGACTGTTACTACTCCTTTTGTGAATGGTACTTCTTATTGTACCGTCACTGCATATTCCGTTCA ATCTTATAAAGCTGCCATAGATTTTTACACCAAGTTTTTGTCATTAGAAAACCGCTCTTCTCCAG ATGAAAACTCCACTTTATTGTCTAACGATTCCATCTCTTTGAAGATCCTTCTACGTCCTGATGAA AAAATCAATAAAAATGTTGAGGCTCATTTGAAGGAATTGAACAGTATTACCAAGACTCAAGACT GGAGATCACATGCCACCCAATCCTTGGTATTTAACACTTCCGACATCTTGGCAGTCAAGGACA CTCTAAATGCTATGAACGCTCCTCTTCAAGGCTACCCAACAGAACTATTTCCAATGCAGTTGTA CACTTTGGACCCATTAGGTAACGTTGTTGGTGTTACTTCTACTAAGAACGCAGTTTCAACCAAG CCAACTCCACCACCAGCACCAGAAGCTTCTGCTGAGTCTGGTCTTTCCTCTAAAGTTCACTCT TACACTGATTTGGCTTACCGTATGAAAACCACCGACACCTATCCATCTCTGCCAAAGCCATTG AACAGGCCTCAAAAGGCAATTGCCGTCATGACTTCCGGTGGTGATGCTCCAGGTATGAACTCT AACGTTAGAGCCATCGTGCGTTCCGCTATCTTCAAAGGTTGTCGTGCCTTTGTTGTCATGGAA GGTTATGAAGGTTTGGTTCGTGGTGGTCCAGAATACATCAAGGAATTCCACTGGGAAGACGTC CGTGGTTGGTCTGCTGAAGGTGGTACCAACATTGGTACTGCCCGTTGTATGGAATTCAAGAAG CGCGAAGGTAGATTATTGGGTGCCCAACATTTGATTGAGGCCGGTGTCGATGCTTTGATCGTT TGTGGTGGTGACGGTTCTTTGACTGGTGCTGATCTGTTTAGATCAGAATGGCCTTCTTTGATC GAGGAATTGTTGAAAACAAACAGAATTTCCAACGAACAATACGAAAGAATGAAGCATTTGAATA TTTGCGGTACTGTCGGTTCTATTGATAACGATATGTCCACCACGGATGCTACTATTGGTGCTTA CTCTGCCTTGGACAGAATCTGTAAGGCCATCGATTACGTTGAAGCCACTGCCAACTCTCACTC AAGAGCTTTCGTTGTTGAAGTTATGGGTAGAAACTGTGGTTGGTTAGCTTTATTAGCTGGTATC GCCACTTCCGCTGACTATATCTTTATTCCAGAGAAGCCAGCCACTTCCAGCGAATGGCAAGAT CAAATGTGTGACATTGTCTCCAAGCACAGATCAAGGGGTAAGAGAACCACCATTGTTGTTGTT GCAGAAGGTGCTATCGCTGCTGACTTGACCCCAATTTCTCCAAGCGACGTCCACAAAGTTCTA GTTGACAGATTAGGTTTGGATACAAGAATTACTACCTTAGGTCACGTTCAAAGAGGTGGTACT GCTGTTGCTTACGACCGTATCTTGGCTACTTTACAAGGTCTTGAGGCCGTTAATGCCGTTTTG GAATCCACTCCAGACACCCCATCACCATTGATTGCTGTTAACGAAAACAAAATTGTTCGTAAAC CATTAATGGAATCCGTCAAGTTGACCAAAGCAGTTGCAGAAGCCATTCAAGCTAAGGATTTCA AGAGAGCTATGTCTTTAAGAGACACTGAGTTCATTGAACATTTAAACAATTTCATGGCTATCAA CTCTGCTGACCACAACGAACCAAAGCTACCAAAGGACAAGAGACTGAAGATTGCCATTGTTAA TGTCGGTGCTCCAGCTGGTGGTATCAACTCTGCCGTCTACTCGATGGCTACTTACTGTATGTC CCAAGGTCACAGACCATACGCTATCTACAATGGTTGGTCTGGTTTGGCAAGACATGAAAGTGT TCGTTCTTTGAACTGGAAGGATATGTTGGGTTGGCAATCCCGTGGTGGTTCTGAAATCGGTAC TAACAGAGTCACTCCAGAAGAAGCAGATCTAGGTATGATTGCTTACTATTTCCAAAAGTACGAA TTTGATGGTTTGATCATCGTTGGTGGTTTCGAAGCTTTTGAATCTTTACATCAATTAGAGAGAG CAAGAGAAAGTTATCCAGCTTTCAGAATCCCAATGGTCTTGATACCAGCTACTTTGTCTAACAA TGTTCCAGGTACTGAATACTCTTTGGGTTCTGATACCGCTTTGAATGCTCTAATGGAATACTGT GATGTTGTTAAACAATCCGCTTCTTCAACCAGAGGTAGAGCCTTCGTTGTCGATTGTCAAGGT GGTAACTCAGGCTATTTGGCCACTTACGCTTCTTTGGCTGTTGGTGCTCAAGTCTCTTATGTC CCAGAAGAAGGTATTTCTTTGGAGCAATTGTCCGAGGATATTGAATACTTAGCTCAATCTTTTG AAAAGGCAGAAGGTAGAGGTAGATTTGGTAAATTGATTTTGAAGAGTACAAACGCTTCTAAGG CTTTATCAGCCACTAAATTGGCTGAAGTTATTACTGCTGAAGCCGATGGCAGATTTGACGCTA AGCCAGCTTATCCAGGTCATGTACAACAAGGTGGTTTGCCATCTCCAATTGATAGAACAAGAG CCACTAGAATGGCCATTAAAGCTGTCGGCTTCATCAAAGACAACCAAGCTGCCATTGCTGAAG CTCGTGCTGCCGAAGAAAACTTCAACGCTGATGACAAGACCATTTCTGACACTGCTGCTGTCG TTGGTGTTAAGGGTTCACATGTCGTTTACAACTCCATTAGACAATTGTATGACTATGAAACTGA AGTTTCCATGAGAATGCCAAAGGTCATTCACTGGCAAGCTACCAGACTCATTGCTGACCATTT GGTTGGAAGAAAGAGAGTTGATTAA JML/85 (SEQ ID NO: 345) AAGCTTTTAATTAATATAACGCTATGACGGTAGTTGAATGTTAAAAAC JML/86 (SEQ ID NO: 346) GAATTCTTAATTAAAGAGAACAAAGTATTTAACGCACATGTATAAATATTG JML/87 (SEQ ID NO: 347) GGATCCGCATGCGGCCGGCCAGCTTTTAATCAAGGAAGTAATAAATAAAGGAC JML/88 (SEQ ID NO: 348) GGATCCGAGCTCGCGGCCGCAGCTTTTGAACAATGAATTTTTTGTTCCTTTC

The nucleic acid fragments were amplified using the following conditions; about 100 ng of the BY4742 genomic DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 30 rounds of 95° C. for 20 seconds, 58° C. for 30 seconds, and 72° C. for 20 seconds. A final 5 minute extension reaction at 72° C. was also included. Each amplified product was TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations and the sequence of the construct was verified (GeneWiz, San Diego, Calif.). The resulting plasmids were named pBF648 (5′ flanking region) and pBF649 (3′ flanking region). A three fragment ligation was performed using about 100 ng of the 5′ flanking region HindIII-BamHI fragment, about 100 ng of the 3′ flanking region BamHI-EcoRI fragment and about 50 ng of pUC19 digested with HindIII and EcoRI in a 5 μl ligation reaction containing 1× ligation buffer and 1 U T4 DNA ligase (Fermentas). This reaction was incubated at room temperature for about one hour. About 2 μl of this reaction mix was used to transform competent DHSα cells (Zymo Research, Orange, Calif.) and plated onto LB agar media containing 100 μg/ml ampicillin. The final construct was confirmed by restriction endonuclease digests and sequence verification (GeneWiz, San Diego, Calif.), resulting in plasmid pBF653.

Lys 2 Gene Cloning

The Lys2 gene was isolated by PCR amplification from pRS317 (ATCC Cat. No. 77157; Sikorski R S, Boeke J D. Methods Enzymol. 194: 302-318, 1991. PubMed: 2005795) using primers JML/93 and JML/94. PCR amplification was performed as follows: about 25 ng of the pRS317 plasmid DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reactions were cycled at: 95° C. 10 minutes followed by 10 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 2 minutes, followed by 25 more rounds of 95° C. for 20 seconds, 62° C. for 30 seconds, and 72° C. for 2 minutes. A final 5 minute extension reaction at 72° C. was also included. The amplified product was TOPO cloned into the pCR Blunt II TOPO vector as described herein, resulting in plasmid pBF656. The nucleotide sequence of Lys2 gene and the primers used for amplification of the Lys2 gene are given below.

JML/93 (SEQ ID NO: 349) GCGGCCGCAGCTTCGCAAGTATTCATTTTAGACCCATG JML/94 (SEQ ID NO: 350) GGCCGGCCGGTACCAATTCCACTTGCAATTACATAAAAAATTCC Lys 2 (from genomic sequence database), SEQ. ID. NO: 122 ATGACTAACGAAAAGGTCTGGATAGAGAAGTTGGATAATCCAACTCTTTCAGTGTTACCACAT GACTTTTTACGCCCACAACAAGAACCTTATACGAAACAAGCTACATATTCGTTACAGCTACCTC AGCTCGATGTGCCTCATGATAGTTTTTCTAACAAATACGCTGTCGCTTTGAGTGTATGGGCTG CATTGATATATAGAGTAACCGGTGACGATGATATTGTTCTTTATATTGCGAATAACAAAATCTTA AGATTCAATATTCAACCAACGTGGTCATTTAATGAGCTGTATTCTACAATTAACAATGAGTTGAA CAAGCTCAATTCTATTGAGGCCAATTTTTCCTTTGACGAGCTAGCTGAAAAAATTCAAAGTTGC CAAGATCTGGAAAGGACCCCTCAGTTGTTCCGTTTGGCCTTTTTGGAAAACCAAGATTTCAAAT TAGACGAGTTCAAGCATCATTTAGTGGACTTTGCTTTGAATTTGGATACCAGTAATAATGCGCA TGTTTTGAACTTAATTTATAACAGCTTACTGTATTCGAATGAAAGAGTAACCATTGTTGCGGAC CAATTTACTCAATATTTGACTGCTGCGCTAAGCGATCCATCCAATTGCATAACTAAAATCTCTC TGATCACCGCATCATCCAAGGATAGTTTACCTGATCCAACTAAGAACTTGGGCTGGTGCGATT TCGTGGGGTGTATTCACGACATTTTCCAGGACAATGCTGAAGCCTTCCCAGAGAGAACCTGTG TTGTGGAGACTCCAACACTAAATTCCGACAAGTCCCGTTCTTTCACTTATCGCGACATCAACC GCACTTCTAACATAGTTGCCCATTATTTGATTAAAACAGGTATCAAAAGAGGTGATGTAGTGAT GATCTATTCTTCTAGGGGTGTGGATTTGATGGTATGTGTGATGGGTGTCTTGAAAGCCGGCGC AACCTTTTCAGTTATCGACCCTGCATATCCCCCAGCCAGACAAACCATTTACTTAGGTGTTGCT AAACCACGTGGGTTGATTGTTATTAGAGCTGCTGGACAATTGGATCAACTAGTAGAAGATTAC ATCAATGATGAATTGGAGATTGTTTCAAGAATCAATTCCATCGCTATTCAAGAAAATGGTACCA TTGAAGGTGGCAAATTGGACAATGGCGAGGATGTTTTGGCTCCATATGATCACTACAAAGACA CCAGAACAGGTGTTGTAGTTGGACCAGATTCCAACCCAACCCTATCTTTCACATCTGGTTCCG AAGGTATTCCTAAGGGTGTTCTTGGTAGACATTTTTCCTTGGCTTATTATTTCAATTGGATGTC CAAAAGGTTCAACTTAACAGAAAATGATAAATTCACAATGCTGAGCGGTATTGCACATGATCCA ATTCAAAGAGATATGTTTACACCATTATTTTTAGGTGCCCAATTGTATGTCCCTACTCAAGATGA TATTGGTACACCGGGCCGTTTAGCGGAATGGATGAGTAAGTATGGTTGCACAGTTACCCATTT AACACCTGCCATGGGTCAATTACTTACTGCCCAAGCTACTACACCATTCCCTAAGTTACATCAT GCGTTCTTTGTGGGTGACATTTTAACAAAACGTGATTGTCTGAGGTTACAAACCTTGGCAGAA AATTGCCGTATTGTTAATATGTACGGTACCACTGAAACACAGCGTGCAGTTTCTTATTTCGAAG TTAAATCAAAAAATGACGATCCAAACTTTTTGAAAAAATTGAAAGATGTCATGCCTGCTGGTAA AGGTATGTTGAACGTTCAGCTACTAGTTGTTAACAGGAACGATCGTACTCAAATATGTGGTATT GGCGAAATAGGTGAGATTTATGTTCGTGCAGGTGGTTTGGCCGAAGGTTATAGAGGATTACCA GAATTGAATAAAGAAAAATTTGTGAACAACTGGTTTGTTGAAAAAGATCACTGGAATTATTTGG ATAAGGATAATGGTGAACCTTGGAGACAATTCTGGTTAGGTCCAAGAGATAGATTGTACAGAA CGGGTGATTTAGGTCGTTATCTACCAAACGGTGACTGTGAATGTTGCGGTAGGGCTGATGATC AAGTTAAAATTCGTGGGTTCAGAATCGAATTAGGAGAAATAGATACGCACATTTCCCAACATCC ATTGGTAAGAGAAAACATTACTTTAGTTCGCAAAAATGCCGACAATGAGCCAACATTGATCACA TTTATGGTCCCAAGATTTGACAAGCCAGATGACTTGTCTAAGTTCCAAAGTGATGTTCCAAAGG AGGTTGAAACTGACCCTATAGTTAAGGGCTTAATCGGTTACCATCTTTTATCCAAGGACATCAG GACTTTCTTAAAGAAAAGATTGGCTAGCTATGCTATGCCTTCCTTGATTGTGGTTATGGATAAA CTACCATTGAATCCAAATGGTAAAGTTGATAAGCCTAAACTTCAATTCCCAACTCCCAAGCAAT TAAATTTGGTAGCTGAAAATACAGTTTCTGAAACTGACGACTCTCAGTTTACCAATGTTGAGCG CGAGGTTAGAGACTTATGGTTAAGTATATTACCTACCAAGCCAGCATCTGTATCACCAGATGAT TCGTTTTTCGATTTAGGTGGTCATTCTATCTTGGCTACCAAAATGATTTTTACCTTAAAGAAAAA GCTGCAAGTTGATTTACCATTGGGCACAATTTTCAAGTATCCAACGATAAAGGCCTTTGCCGC GGAAATTGACAGAATTAAATCATCGGGTGGATCATCTCAAGGTGAGGTCGTCGAAAATGTCAC TGCAAATTATGCGGAAGACGCCAAGAAATTGGTTGAGACGCTACCAAGTTCGTACCCCTCTCG AGAATATTTTGTTGAACCTAATAGTGCCGAAGGAAAAACAACAATTAATGTGTTTGTTACCGGT GTCACAGGATTTCTGGGCTCCTACATCCTTGCAGATTTGTTAGGACGTTCTCCAAAGAACTAC AGTTTCAAAGTGTTTGCCCACGTCAGGGCCAAGGATGAAGAAGCTGCATTTGCAAGATTACAA AAGGCAGGTATCACCTATGGTACTTGGAACGAAAAATTTGCCTCAAATATTAAAGTTGTATTAG GCGATTTATCTAAAAGCCAATTTGGTCTTTCAGATGAGAAGTGGATGGATTTGGCAAACACAG TTGATATAATTATCCATAATGGTGCGTTAGTTCACTGGGTTTATCCATATGCCAAATTGAGGGA TCCAAATGTTATTTCAACTATCAATGTTATGAGCTTAGCCGCCGTCGGCAAGCCAAAGTTCTTT GACTTTGTTTCCTCCACTTCTACTCTTGACACTGAATACTACTTTAATTTGTCAGATAAACTTGT TAGCGAAGGGAAGCCAGGCATTTTAGAATCAGACGATTTAATGAACTCTGCAAGCGGGCTCA CTGGTGGATATGGTCAGTCCAAATGGGCTGCTGAGTACATCATTAGACGTGCAGGTGAAAGG GGCCTACGTGGGTGTATTGTCAGACCAGGTTACGTAACAGGTGCCTCTGCCAATGGTTCTTCA AACACAGATGATTTCTTATTGAGATTTTTGAAAGGTTCAGTCCAATTAGGTAAGATTCCAGATAT CGAAAATTCCGTGAATATGGTTCCAGTAGATCATGTTGCTCGTGTTGTTGTTGCTACGTCTTTG AATCCTCCCAAAGAAAATGAATTGGCCGTTGCTCAAGTAACGGGTCACCCAAGAATATTATTC AAAGACTACTTGTATACTTTACACGATTATGGTTACGATGTCGAAATCGAAAGCTATTCTAAAT GGAAGAAATCATTGGAGGCGTCTGTTATTGACAGGAATGAAGAAAATGCGTTGTATCCTTTGC TACACATGGTCTTAGACAACTTACCTGAAAGTACCAAAGCTCCGGAACTAGACGATAGGAACG CCGTGGCATCTTTAAAGAAAGACACCGCATGGACAGGTGTTGATTGGTCTAATGGAATAGGTG TTACTCCAGAAGAGGTTGGTATATATATTGCATTTTTAAACAAGGTTGGATTTTTACCTCCACCA ACTCATAATGACAAACTTCCACTGCCAAGTATAGAACTAACTCAAGCGCAAATAAGTCTAGTTG CTTCAGGTGCTGGTGCTCGTGGAAGCTCCGCAGCAGCTTAA

The knockout cassette was fully assembled by cloning the NotI-FseI LYS2 fragment from plasmid pBF656 into the NotI-FseI sites located between the 5′ and 3′ flanking PFK2 regions in plasmid pBF653. About 50 ng of plasmid pBF653 digested with NotI and FseI was ligated to about 100 ng of the NotI-FseI LYS2 fragment from plasmid pBF656 in a 5 μl reaction containing 1× ligation buffer and 1 U T4 DNA ligase (Fermentas) for about 1 hour at room temperature. About 2 μl of this reaction was used to transform competent DH5α (Zymo Research, Orange, Calif.) and plated on 100 μg/ml ampicillin. The structure of the final plasmid, pBF745, was confirmed by restriction enzyme digests. The approximately 5 kbp Pact fragment containing the LYS2 cassette and PFK2 flanking regions was gel extracted using the Zymoclean Gel DNA Recovery Kit (Zymo Research, Orange, Calif.) according to the manufacturer's conditions.

Strain BF1477 was transformed with the about 5 kbp PacI fragment using the method described above (LiOAc/PEG method) generating strain BF1411. Strain BF1411 has the ability to grow on galactose as a carbon source, but cannot grow on glucose. Various combinations of the EDD and EDA constructs can be expressed in this strain and monitored for growth on glucose. Strains which show growth on glucose (or the highest growth rate on glucose) can be further characterized to determine which combination of EDD and EDA genes is present. Using the strain and method described herein, libraries of EDD and EDA genes can be screened for improved activities and activity combinations in a host organism.

Example 24 Single Plasmid System for Industrial Yeast

A single plasmid system expressing EDD and EDA for industrial yeast was constructed as follows: The approximately 2800 bp fragment containing the GPD1 promoter, EDD-PAO1 gene and CYC1 terminator from plasmid pBF291 (p426GPD with EDD-PAO1) was PCR amplified using primers KAS/5′-BamHI-Pgpd and KAS/3′-NdeI-CYCt, described below. About 25 ng of the plasmid DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 45 seconds. A final 5 minute extension reaction at 72° C. was also included. The amplified product was TOPO cloned into the pCR Blunt II TOPO vector, as described herein, and the final plasmid was sequence verified and designated, pBF475.

KAS/5′-BamHI-Pgpd (SEQ ID NO: 351) GGATCCgtttatcattatcaatactcgccatttcaaag KAS/3′-Ndel-CYCt (SEQ ID NO: 352) CATATGttgggtaccggccgcaaattaaagccttcgagcg

An approximately 1500 bp KANMX4 cassette was PCR amplified from plasmid pBF413 HO-poly-KanMX4-HO (ATCC Cat. No. 87804) using primers KAS/5′-Bam_NdeI-KANMX4 and KAS/3P-Sal_NheI-KANMX4, described below.

KAS/5′-Bam_Ndel-KANMX4 (SEQ ID NO: 353) GGATTCagtcagatCATATGggtacccccgggttaattaaggcgcgcca gatctg KAS/3′-Sal_Nhel-KANMX4 (SEQ ID NO: 354) GTCGACaggcctactgtacgGCTAGCgaattcgagctcgttttcgacact ggatggcggc

About 25 ng of plasmid pBF413 HO-poly-KanMX4-HO DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 30 seconds. A final 5 minute extension reaction at 72° C. was also included. The amplified product was TOPO cloned into the pCR Blunt II TOPO vector, as described herein. The resulting plasmid was sequence verified and designated, pBF465.

An approximately 225 bp ADH1 terminator was PCR amplified from the genome of BY4742 using primers KAS/5′-Xba-XhoI-ADHt and KAS/3′-Stul-ADH5. The sequence of primers KAS/5′-Xba-XhoI-ADHt and KAS/3′-Stul-ADH5 is given below.

KAS/5′-Xba-Xhol-ADHt (SEQ ID NO: 355) tctagaCTCGAGtaataagcgaatttcttatgatttatg KAS/3′-Stul-ADH5 (SEQ ID NO: 356) aagcttAGGCCTggagcgatttgcaggcatttgc

About 100 ng of genomic DNA from BY4742 was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 15 seconds. A final 5 minute extension reaction at 72° C. was also included. The amplified product was TOPO cloned into the pCR Blunt II TOPO vector according to the manufacturer's recommendations and sequence verified. The resulting plasmid was designated pBF437.

The TEF2 promoter was PCR amplified from the genome of BY4742 using primers KAS/5′-Xba-XhoI-ADHt and KAS/3′-Stul-ADH5, described below.

KAS/5′-Bam-Nhel-Ptef (SEQ ID NO: 357) GGATCCgctagcACCGCGAATCCTTACATCACACCC KAS/3′-Xbal-Spel-Ptef (SEQ ID NO: 358) tctagaCTCGAGtaataagcgaatttcttatgatttatg

About 100 ng of genomic DNA from BY4742 was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. This was cycled at 95° C. for 10 minutes, followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 15 seconds. A final 5 minute extension reaction at 72° C. was also included. The amplified product was TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations and sequence verified (GeneWiz, San Diego, Calif.). The resulting plasmid was called pBF440.

The EDA gene cassettes were constructed as follows: First the TEF2 promoter from the plasmid pBF440 was digested with BamHI and XbaI and was cloned into the BamHI and XbaI sites of pUC19 creating plasmid pBF480. Plasmid pBF480 was then digested with XbaI and HindIII and was ligated to the XbaI-HindIII fragment from plasmid pBF437 containing the ADH1 terminator, creating plasmid pBF521. Plasmid pBF521 was then digested with SpeI and XhoI and then ligated to either SpeI-XhoI fragment containing either the PAO1 eda gene from plasmid pBF292 or the E. coli eda gene from plasmid pBF268. The 2 plasmids generated, depending on the eda gene chosen, were designated pBF523 (e.g., containing the PAO1-eda) and pBF568 (e.g., containing the E. coli-eda), respectively. The approximately 1386 bp TEF-EDA-ADHt cassette from either plasmid pBF 523 or pBF568 was then gel extracted using the NheI-Stul sites.

The final vector was generated by first altering the NdeI site in pUC19 using the mutagenesis primers described below.

KAS/SDM-Ndel-pUC18-5 (SEQ ID NO: 359) gattgtactgagagtgcacaatatgcggtgtgaaatacc KAS/SDM-Ndel-pUC18-3 (SEQ ID NO: 360) ggtatttcacaccgcatattgtgcactctcagtacaatc

About 50 ng of pUC19 plasmid DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol SDM-specific primers and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 15 rounds of 95° C. for 15 seconds, 55° C. for 40 seconds, and 72° C. for 3 minutes. A final 10 minute extension reaction at 72° C. was also included. The PCR reaction mixture was then digested with 30 U of Dpnl for about 2 hours and 5 μl of the digested PCR reaction mixture was used to transform competent DH5α (Zymo Research, Orange, Calif.) and plated onto LB plates containing 100 μg/ml ampicillin. The structure of the final plasmid, pBF421, was confirmed by restriction digests.

An approximately 1359 bp EcoRI fragment containing the 2μ yeast origin cassette was cloned into the EcoRI site of plasmid pBF421 in a 10 μl ligation reaction mixture containing 1× ligation buffer, 50 ng of EcoRI-digested pBF421 80 ng of EcoRI-digested 2p cassette, and 1 U T4 DNA ligase (Fermentas). The reaction was incubated at room temperature for about 2 hours and 3 μl of this was used to transform competent DH5α (Zymo Research, Orange, Calif.). The structure of the resultant plasmid, pBF429, was confirmed by restriction enzyme digests.

Plasmid pBF429 was then digested with BamHI and SalI and ligated to the BamHI-SalI KANMX4 cassette described above. The resultant plasmid, designated pBF515, was digested with BamHI and NdeI and ligated to the BamHI-NdeI fragment containing the 2802 bp GPD-EDD-CYCt fragment from pBF475. The resulting plasmid, designated pBF522, was digested with NheI-Stul and was ligated to the 1386 bp NheI-Stul TEF-EDA-ADHt fragment from plasmids pBF523 or pBF568,creating final plasmids pBF524 and pBF612.

Expression levels of each of the single plasmid eda/edd expression system vectors was assayed and compared against the original eda/edd two plasmid expression system vectors. The results, presented in FIG. 19, graphically illustrate edd/eda coupled assay kinetics for the single and two plasmid systems. The kinetics graphs for both expression systems show substantially similar enzyme kinetics over the major of the time course.

Example 25 Chimeric Xylose Isomerase Activities

Chimeric Xylose Isomerase nucleotide sequences and functional activities were generated that included an N-terminal portion of Xylose isomerase from one donor organism and a C-terminal portion of Xylose isomerase from a different donor organism. In some embodiments the second donor organism was a Ruminococcus bacteria. Given below are oligonucleotides utilized to isolate and modify a nucleotide sequence encoding a xylose isomerase activity. Also given below are non-limiting examples of native and chimeric nucleotide and amino acid sequences encoding xylose isomerase activities.

The native Ruminococcus flavefaciens nucleotide sequence (SEQ ID NO: 22) utilized to generate chimeric xylose isomerase activities is given below.

ATGGAATTTTTCAGCAATATCGGTAAAATT CAGTATCAGGGACCAAAAAGTACTGATCCTCTCT CATTTAAGTACTATAACCCTGAAGAAGTCATCAACGGAAAGACAATGCGCGAGCATCTGAAGT TCGCTCTTTCATGGTGGCACACAATGGGCGGCGACGGAACAGATATGTTCGGCTGCGGCACA ACAGACAAGACCTGGGGACAGTCCGATCCCGCTGCAAGAGCAAAGGCTAAGGTTGACGCAG CATTCGAGATCATGGATAAGCTCTCCATTGACTACTATTGTTTCCACGATCGCGATCTTTCTCC CGAGTATGGCAGCCTCAAGGCTACCAACGATCAGCTTGACATAGTTACAGACTATATCAAGGA GAAGCAGGGCGACAAGTTCAAGTGCCTCTGGGGTACAGCAAAGTGCTTCGATCATCCAAGAT TCATGCACGGTGCAGGTACATCTCCTTCTGCTGATGTATTCGCTTTCTCAGCTGCTCAGATCA AGAAGGCTCTGGAGTCAACAGTAAAGCTCGGCGGTAACGGTTACGTTTTCTGGGGCGGACGT GAAGGCTATGAGACACTTCTTAATACAAATATGGGACTCGAACTCGACAATATGGCTCGTCTT ATGAAGATGGCTGTTGAGTATGGACGTTCGATCGGCTTCAAGGGCGACTTCTATATCGAGCC CAAGCCCAAGGAGCCCACAAAGCATCAGTACGATTTCGATACAGCTACTGTTCTGGGATTCCT CAGAAAGTACGGTCTCGATAAGGATTTCAAGATGAATATCGAAGCTAACCACGCTACACTTGC TCAGCATACATTCCAGCATGAGCTCCGTGTTGCAAGAGACAATGGTGTGTTCGGTTCTATCGA CGCAAACCAGGGCGACGTTCTTCTTGGATGGGATACAGACCAGTTCCCCACAAATATCTACGA TACAACAATGTGTATGTATGAAGTTATCAAGGCAGGCGGCTTCACAAACGGCGGTCTCAACTT CGACGCTAAGGCACGCAGAGGGAGCTTCACTCCCGAGGATATCTTCTACAGCTATATCGCAG GTATGGATGCATTTGCTCTGGGCTTCAGAGCTGCTCTCAAGCTTATCGAAGACGGACGTATCG ACAAGTTCGTTGCTGACAGATACGCTTCATGGAATACCGGTATCGGTGCAGACATAATCGCAG GTAAGGCAGATTTCGCATCTCTTGAAAAGTATGCTCTTGAAAAGGGCGAGGTTACAGCTTCAC TCTCAAGCGGCAGACAGGAAATGCTGGAGTCTATCGTAAATAACGTTCTTTTCAGTCTGTAA

The first 10 amino acids are underlined, and amino acids 11-15 are in bold font. The native sequence was originally cloned into a pUC57 vector, called pBF202, which was utilized as the PCR template for the 5′ chimera constructs. The oligonucleotides used to generate the 5′ replacement nucleotide sequences (e.g., oligonucleotides used to replace the first 10 amino acids of the Ruminococcus xylose isomerase protein) are given in the table below. In some embodiments, greater or fewer than 10 amino acids were replaced to maintain proper amino acid alignment between xylose isomerase activities.

Oligonucleotide sequence (SEQ ID NOS 361--374, respectively, in order of Name appearance) KAS/5-XR_Cp10 ACTAGTAAAAAATGAAAAATTACTTTCCAAATGTTCCAGAAGTACAGTATCAGGG ACCAAAAAG KAS/5-XR-O10 ACTAGTAAAAAATGACTAAGGAATATTTCCCAACTATCGGCAAGATTCAGTATCA GGGACCAAAAAG KAS/5-XR-Cth10 ACTAGTAAAAAATGGAATACTTCAAAAATGTACCACAAATAAAACAGTATCAGGG ACCAAAAAG KAS/5-XR-Bth10 ACTAGTAAAAAATGGCAACAAAAGAATTTTTTCCGGGAATTGAAAAGATTCAGTA TCAGGGACCAAAAAG KAS/5-XR-Bst10 ACTAGTAAAAAATGGCTTATTTTCCGAATATCGGCAAGATTCAGTATCAGGGACC AAAAAG KAS/5-XR-Bun10 ACTAGTAAAAAATGGCTACCAAGGAATACTTCCCAGGTATTGGTAAGATCCAGT ATCAGGGACCAAAAAG KAS/5-XR-Cce10 ACTAGTAAAAAATGTCAGAAGTATTTAGCGGTATTTCAAACATTCAGTATCAGGG ACCAAAAAG KAS/5-XR-RF10 ACTAGTAAAAAATGGAATTTTTCAAGAACATAAGCAAGATCCAGTATCAGGGACC AAAAAG KAS/5-XR-18P10 ACTAGTAAAAAATGAGCGAATTTTTTACAGGCATTTCAAAGATCCAGTATCAGGG ACCAAAAAG KAS/5-XR-BV10 ACTAGTAAAAAATGAAATTTTTTGAAAATGTCCCTAAGGTACAGTATCAGGGACC AAAAAG KAS/XI-Re6-10 CCTATTTTGACCAGCTCGATCGCGTTCAGTATCAGGGACCAAAAAGTACTGATC CTCTC KAS/XI-Re1-10 actagtaaaaaaATGCAAGCCTATTTTGACCAGCTCGATCGCGTTCAGTATCAGG KAS/3-XI-RF- ctcgagttacagactgaaaagaacgttatttacg NATIVE KAS/3-XI-RF- ctcgagttagtgatggtggtggtgatgcagactgaaaagaacgttatttacg Native-HISb

In the table above the following abbreviations are used: Cp-Clostridium phytofermentans; O-Orpinomyces; Cth-Clostridium thermohydrosulfuricum, Bth-Bacteroides thetaiotaomicron, Bst-Bacillus stearothermophilus; Bun-Bacillus uniformis; Cce-Clostridium cellulolyticum; RF-Ruminococcus flavefaciens FD1, 18P10-Ruminococcus 18P13; BV10-Clostridials genomosp BVAB3 str UPII9-5; Re-E. coli.

All oligonucleotides set forth above were purchased from Integrated Technologies (“IDT”, Coralville, Iowa). The oligonucleotides were designed to incorporate a SpeI restriction endonuclease cleavage site upstream and an XhoI restriction endonuclease cleavage site downstream of the new XI gene constructs, to allow cloning into the yeast expression vector p426GPD (ATCC accession number 87361), as described herein. In addition to incorporating restriction endonuclease cleavage sites, the forward oligonucleotides were designed to incorporate six consecutive A nucleotides immediately upstream of the ATG initiation codon.

PCR reactions to amplify the xylose isomerase genes were performed using about 40 ng of the pBF202 plasmid (containing the native XI-R gene in pUC57) DNA. The reactions were performed as described previously herein, using the oligonucleotide primers shown in the table above. Gene specific and for first and second rounds of PCR amplification were added at a final concentration of 0.3 μmol. The about 1350 bp products were TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations and sequenced confirmed (GeneWiz, La Jolla, Calif.). For the 5′ E. coli 10 amino acid extension, the PCR reactions also were performed in two steps with the following exceptions; the first reaction the nucleotides corresponding to amino acids 6-10 from the E. coli XI were added first using the 5′ oligonucleotide KAS/XI-Re6-10 (see table above) using the 3′ oligonucleotide KAS/3-XI-RF-NATIVE (see table above). Once the PCR product was confirmed by agarose gel electrophoresis, nucleic acid was purified using the Zymo Research DNA Clean & Concentrator-25 kit (Zymo Research, Orange, Calif.). In a second PCR reaction, about 40 ng of this cleaned PCR product was used in a second PCR reaction as outlined above but this time using the 5′ oligonucleotide KAS/XI-Re1-10 and either KAS/3-XI-RF-NATIVE or KAS/3-XI-RF-Native-HISb, which generated the XI-R with 5′ XI-E. coli extensions. These products were also TOPO cloned as detailed above and the sequence confirmed by sequence analysis. Following sequence confirmation, the approximately 1350 bp SpeI-XhoI fragments were cloned into the corresponding restriction sites in the p425GPD vectors, as described above.

Chimeric Xylose Isomerase Activities with a 5′ 150 Amino Acid Replacement

Chimeric xylose isomerase proteins were also generated that included greater that 10 or 15 5′ amino acid replacements, in some embodiments. Described herein are non-limiting examples of chimeric xylose isomerase activities with a replacement of approximately 150 5′ amino acids from a different donor organism. The first 450 nucleotides of the native xylose isomerase sequence given above can be replaced with any of the sequences given in the table below to create chimeric xylose isomerase activities with approximately the 150 5′ amino acids donated by a different organism than Ruminococcus flavefaciens.

5′ Extension Source Nucleotides Piromyces (SEQ ID ATGGCTAAGGAATATTTCCCACAAATTCAAAAGATTAAGTTCGA NO: 93) AGGTAAGGATTCTAAGAATCCATTAGCCTTCCACTACTACGAT GCTGAAAAGGAAGTCATGGGTAAGAAAATGAAGGATTGGTTAC GTTTCGCCATGGCCTGGTGGCACACTCTTTGCGCCGAAGGTG CTGACCAATTCGGTGGAGGTACAAAGTCTTTCCCATGGAACGA AGGTACTGATGCTATTGAAATTGCCAAGCAAAAGGTTGATGCT GGTTTCGAAATCATGCAAAAGCTTGGTATTCCATACTACTGTTT CCACGATGTTGATCTTGTTTCCGAAGGTAACTCTATTGAAGAAT ACGAATCCAACCTTAAGGCTGTCGTTGCTTACCTCAAGGAAAA GCAAAAGGAAACCGGTATTAAGCTTCTCTGGAGTACTGCTAAC GTCTTCGGTCACAAGCGTTACATGAAC Escherichia coli (SEQ ATGCAAGCCTATTTTGACCAGCTCGATCGCGTTCGTTATGAAG ID NO: 94) GCTCAAAATCCTCAAACCCGTTAGCATTCCGTCACTACAATCC CGACGAACTGGTGTTGGGTAAGCGTATGGAAGAGCACTTGCG TTTTGCCGCCTGCTACTGGCACACCTTCTGCTGGAACGGGGC GGATATGTTTGGTGTGGGGGCGTTTAATCGTCCGTGGCAGCA GCCTGGTGAGGCACTGGCGTTGGCGAAGCGTAAAGCAGATGT CGCATTTGAGTTTTTCCACAAGTTACATGTGCCATTTTATTGCT TCCACGATGTGGATGTTTCCCCTGAGGGCGCGTCGTTAAAAGA GTACATCAATAATTTTGCGCAAATGGTTGATGTCCTGGCAGGC AAGCAAGAAGAGAGCGGCGTGAAGCTGCTGTGGGGAACGGC CAACTGCTTTACAAACCCTCGCTACGGCGCG Clostridium ATGAAAAATTACTTTCCAAATGTTCCAGAAGTAAAATACGAAGG phytofermentans (SEQ CCCAAATTCAACGAATCCATTTGCTTTTAAATATTATGACGCAA ID NO: 95) ATAAAGTTGTAGCGGGTAAAACAATGAAAGAGCACTGTCGTTT TGCATTATCTTGGTGGCATACTCTTTGTGCAGGTGGTGCTGAT CCATTCGGTGTAACAACTATGGATAGAACCTACGGAAATATCA CAGATCCAATGGAACTTGCTAAGGCAAAAGTTGACGCTGGTTT CGAATTAATGACTAAATTAGGAATTGAATTCTTCTGTTTCCATG ACGCAGATATTGCTCCAGAAGGTGATACTTTTGAAGAGTCAAA GAAGAATCTTTTTGAAATCGTTGATTACATCAAAGAGAAGATGG ATCAGACTGGTATCAAGTTATTATGGGGTACTGCTAATAACTTT AGTCATCCAAGATTTATGCAT Orpinomyces (SEQ ID ATGACTAAGGAATATTTCCCAACTATCGGCAAGATTAGATTCGA NO: 96) AGGTAAGGATTCTAAGAATCCAATGGCCTTCCACTACTATGAT GCTGAAAAGGAAGTCATGGGTAAGAAAATGAAGGATTGGTTAC GTTTCGCCATGGCCTGGTGGCACACTCTTTGCGCCGATGGTG CTGACCAATTCGGTGTTGGTACTAAGTCTTTCCCATGGAATGA AGGTACTGACCCAATTGCTATTGCCAAGCAAAAGGTTGATGCT GGTTTTGAAATCATGACCAAGCTTGGTATTGAACACTACTGTTT CCACGATGTTGATCTTGTTTCTGAAGGTAACTCTATTGAAGAAT ACGAATCCAACCTCAAGCAAGTTGTTGCTTACCTTAAGCAAAA GCAACAAGAAACTGGTATTAAGCTTCTCTGGAGTACTGCCAAT GTTTTCGGTAACCCACGTTACATGAAC Clostridium ATGGAATACTTCAAAAATGTACCACAAATAAAATATGAAGGACC thermohydrosulfuricum AAAATCAAACAATCCATATGCATTTAAATTTTACAATCCAGATGA (SEQ ID NO: 97) AATAATAGACGGAAAACCTTTAAAAGAACACTTGCGTTTTTCAG TAGCGTACTGGCACACATTTACAGCCAATGGGACAGATCCATT TGGAGCACCCACAATGCAAAGGCCATGGGACCATTTTACTGAC CCTATGGATATTGCCAAAGCGAGAGTAGAAGCAGCCTTTGAAC TATTTGAAAAACTCGACGTACCATTTTTCTGTTTCCATGACAGA GATATAGCTCCGGAAGGAGAGACATTAAGGGAGACGAACAAA AATTTAGATACAATAGTTGCAATGATAAAAGACTACTTAAAGAC GAGCAAAACAAAAGTATTATGGGGCACAGCGAACCTTTTTTCA AATCCGAGATTTGTACAT Bacteroides ATGGCAACAAAAGAATTTTTTCCGGGAATTGAAAAGATTAAATT thetaiotaomicron (SEQ TGAAGGTAAAGATAGTAAGAACCCGATGGCATTCCGTTATTAC ID NO: 98) GATGCAGAGAAGGTGATTAATGGTAAAAAGATGAAGGATTGGC TGAGATTCGCTATGGCATGGTGGCACACATTGTGCGCTGAAG GTGGTGATCAGTTCGGTGGCGGAACAAAGCAATTCCCATGGA ATGGTAATGCAGATGCTATACAGGCAGCAAAAGATAAGATGGA TGCAGGATTTGAATTCATGCAGAAGATGGGTATCGAATACTATT GCTTCCATGACGTAGACTTGGTTTCGGAAGGTGCCAGTGTAGA AGAATACGAAGCTAACCTGAAAGAAATCGTAGCTTATGCAAAA CAGAAACAGGCAGAAACCGGTATCAAACTACTGTGGGGTACT GCTAATGTATTCGGTCACGCCCGCTATATGAAC Bacillus ATGGCTTATTTTCCGAATATCGGCAAGATTGCGTATGAAGGGC stearothermophilus CGGAGTCGCGCAATCCGTTGGCGTTTAAGTTTTATAATCCAGA (SEQ ID NO: 99) AGAAAAAGTCGGCGACAAAACAATGGAGGAGCATTTGCGCTTT TCAGTGGCCTATTGGCATACGTTTACGGGGGATGGGTCGGAT CCGTTTGGCGTCGGCAATATGATTCGTCCATGGAATAAGTACA GCGGCATGGATCTGGCGAAGGCGCGCGTCGAGGCGGCGTTT GAGCTGTTTGAAAAGCTGAACGTTCCGTTTTTCTGCTTCCATGA CGTCGACATCGCGCCGGAAGGGGAAACGCTCAGCGAGACGT ACAAAAATTTGGATGAAATTGTCGATATGATTGAAGAATACATG AAAACAAGCAAAACGAAGCTGCTTTGGAATACGGCGAACTTGT TCAGCCATCCGCGCTTCGTTCAC Bacillus uniformis (SEQ ATGGCTACCAAGGAATACTTCCCAGGTATTGGTAAGATCAAAT ID NO: 100) TCGAAGGTAAGGAATCCAAGAACCCAATGGCCTTCAGATACTA CGATGCTGACAAGGTTATCATGGGTAAGAAGATGTCTGAATGG TTAAAGTTCGCTATGGCTTGGTGGCATACCTTGTGTGCTGAAG GTGGTGACCAATTCGGTGGTGGTACCAAGAAATTCCCATGGAA CGGTGAAGCTGACAAGGTCCAAGCTGCTAAGAACAAGATGGA CGCTGGTTTCGAATTTATGCAAAAGATGGGTATTGAATACTACT GTTTCCACGATGTTGACTTGTGTGAAGAAGCTGAAACCATCGA AGAATACGAAGCTAACTTGAAGGAAATTGTTGCTTACGCTAAG CAAAAGCAAGCTGAAACTGGTATCAAGCTATTATGGGGTACTG CTAACGTCTTTGGTCATGCCAGATACATGAAC Clostridium ATGTCAGAAGTATTTAGCGGTATTTCAAACATTAAATTTGAAGG cellulolyticum (SEQ ID AAGCGGGTCAGATAATCCATTAGCTTTTAAGTACTATGACCCTA NO: 101) AGGCAGTTATCGGCGGAAAGACAATGGAAGAACATCTGAGATT CGCAGTTGCCTACTGGCATACTTTTGCAGCACCAGGTGCTGAC ATGTTCGGTGCAGGATCATATGTAAGACCTTGGAATACAATGT CCGATCCTCTGGAAATTGCAAAATACAAAGTTGAAGCAAACTTT GAATTCATTGAAAAGCTGGGAGCACCTTTCTTCGCTTTCCATG ACAGGGATATTGCTCCTGAAGGCGACACACTCGCTGAAACAAA TAAAAACCTTGATACAATAGTTTCAGTAATTAAAGATAGAATGA AATCCAGTCCGGTAAAGTTATTATGGGGAACTACAAATGCTTTC GGAAACCCAAGATTTATGCAT Ruminococcus ATGGAATTTTTCAAGAACATAAGCAAGATCCCTTACGAGGGCA flavefaciens FD1 (SEQ AGGACAGCACAAATCCTCTCGCATTCAAGTACTACAATCCTGA ID NO: 102) TGAGGTAATTGACGGCAAGAAGATGCGTGACATTATGAAGTTT GCTCTCTCATGGTGGCATACAATGGGCGGCGACGGAACAGAT ATGTTCGGCTGCGGTACAGCTGACAAGACATGGGGCGAAAAT GATCCTGCTGCAAGAGCTAAGGCTAAGGTTGACGCAGCTTTC GAGATCATGCAGAAGCTCTCTATCGATTACTTCTGTTTCCACGA CCGTGATCTTTCTCCTGAGTACGGCTCACTGAAGGACACAAAC GCTCAGCTGGACATCGTTACAGATTACATCAAGGCTAAGCAGG CTGAGACAGGTCTCAAGTGCCTCTGGGGTACAGCTAAGTGCTT CGATCACCCAAGATTCATGCAC Ruminococcus 18P13 ATGAGCGAATTTTTTACAGGCATTTCAAAGATCCCCTTTGAGG (SEQ ID NO: 103) GAAAGGCATCCAACAATCCCATGGCGTTCAAGTACTACAACCC GGATGAGGTCGTAGGCGGCAAGACCATGCGGGAGCAGCTGA AGTTTGCGCTGTCCTGGTGGCATACTATGGGGGGAGACGGTA CGGACATGTTTGGTGTGGGTACCACCAACAAGAAGTTCGGCG GAACCGATCCCATGGACATTGCTAAGAGAAAGGTAAACGCTGC GTTTGAGCTGATGGACAAGCTGTCCATCGATTATTTCTGTTTCC ACGACCGGGATCTGGCGCCGGAGGCTGATAATCTGAAGGAAA CCAACCAGCGTCTGGATGAAATCACCGAGTATATTGCACAGAT GATGCAGCTGAACCCGGACAAGAAGGTTCTGTGGGGTACTGC AAATTGCTTCGGCAATCCCCGGTATATGCAT Clostriales genomosp ATGAAATTTTTTGAAAATGTCCCTAAGGTAAAATATGAGGGAAG BVAB3 str CAAGTCTACCAACCCGTTTGCATTTAAGTATTACAATCCTGAAG UPII9-5 (SEQ ID NO: CGGTGATTGCCGGTAAAAAAATGAAGGATCACCTGAAATTCGC 104) GATGTCCTGGTGGCACACCATGACGGCGACCGGGCAAGACCA GTTCGGTTCGGGGACGATGAGCCGAATATATGACGGGCAAAC TGAACCGCTGGCCTTGGCCAAAGCCCGAGTGGATGCGGCTTT CGATTTCATGGAAAAATTAAATATCGAATATTTTTGTTTTCATGA TGCCGACTTGGCTCCAGAAGGTAACAGTTTGCAGGAACGCAA CGAAAATTTGCAGGAAATGGTGTCTTACCTGAAACAAAAGATG GCCGGAACTTCGATTAAGCTTTTATGGGGAACCTCGAATTGTT TCAGCAACCCTCGTTTTATGCAC Bacillus stercoris (SEQ ATGGCAACAAAAGAGTATTTTCCCGGAATAGGAAAAATCAAATT ID NO: 105) CGAAGGCAAAGAAAGTAAGAATCCTATGGCATTCCGCTACTAC GATGCGGAAAAAGTAATCATGGGCAAGAAGATGAAAGATTGGT TGAAGTTCTCTATGGCATGGTGGCATACACTCTGTGCAGAGGG TGGTGACCAGTTCGGCGGCGGAACGAAACATTTCCCCTGGAA CGGTGATGCCGATAAACTGCAGGCTGCCAAGAACAAAATGGA TGCTGGTTTCGAGTTCATGCAGAAAATGGGCATCGAATATTAC TGCTTCCACGATGTTGACCTTTGCGACGAGGCCGATACAATCG AAGAGTACGAAGCAAACCTGAAAGCCATCGTTGCATACGCCAA GCAAAAGCAGGAGGAAACAGGTATCAAACTGTTGTGGGGTAC TGCCAACGTATTCGGTCATGCACGTTACATGAACG Thermus thermophilus ATGTACGAGCCCAAACCGGAGCACAGGTTTACCTTTGGCCTTT (SEQ ID NO: 106) GGACTGTGGGCAATGTGGGCCGTGATCCCTTCGGGGACGCG GTTCGGGAGAGGCTGGACCCGGTTTACGTGGTTCATAAGCTG GCGGAGCTTGGGGCCTACGGGGTAAACCTTCACGACGAGGAC CTGATCCCGCGGGGCACGCCTCCTCAGGAGCGGGACCAGAT CGTGAGGCGCTTCAAGAAGGCTCTCGATGAAACCGGCCTCAA GGTCCCCATGGTCACCGCCAACCTCTTCTCCGACCCTGCTTTC AAGGAC

Xylose isomerase genes from additional bacteria were also utilized as the C-terminal portion of chimeric xylose isomerase activities. In some embodiments, the bacteria used as xylose isomerase nucleotide sequence donors were additional Ruminococcus bacteria. In certain embodiments, the bacteria used as xylose isomerase nucleotide sequences donors were Clostridiales bacteria. The native nucleotide and amino acid sequences of the additional xylose isomerase genes utilized to create chimeric xylose isomerase activities are given below. The 5′ approximately 150 amino acids of the sequences below can be replaced as described above, using the sequences above, to create novel chimeric xylose isomerase activities.

NUCLEOTIDE SEQUENCES: Ruminococcus_FD1 Xylose Isomerase (ZP_06143883.1, SEQ ID NO: 107) ATGGAATTTTTCAAGAACATAAGCAAGATCCCTTACGAGGGCAAGGACAGCACAAATCCTCTC GCATTCAAGTACTACAATCCTGATGAGGTAATTGACGGCAAGAAGATGCGTGACATTATGAAG TTTGCTCTCTCATGGTGGCATACAATGGGCGGCGACGGAACAGATATGTTCGGCTGCGGTAC AGCTGACAAGACATGGGGCGAAAATGATCCTGCTGCAAGAGCTAAGGCTAAGGTTGACGCAG CTTTCGAGATCATGCAGAAGCTCTCTATCGATTACTTCTGTTTCCACGACCGTGATCTTTCTCC TGAGTACGGCTCACTGAAGGACACAAACGCTCAGCTGGACATCGTTACAGATTACATCAAGG CTAAGCAGGCTGAGACAGGTCTCAAGTGCCTCTGGGGTACAGCTAAGTGCTTCGATCACCCA AGATTCATGCACGGTGCAGGTACTTCACCATCCGCAGACGTATTCGCTTTCTCAGCTGCACAG ATCAAGAAGGCTCTCGAGTCTACTGTAAAGCTCGGCGGTACAGGCTACGTATTCTGGGGCGG ACGTGAGGGTTATGAGACTCTCCTCAACACAAACATGGGCCTTGAGCTTGACAACATGGCTC GTCTCATGAAGATGGCTGTTGAGTACGGACGTTCTATCGGCTTCAAGGGCGATTTCTACATCG AGCCTAAGCCAAAGGAGCCAACAAAGCACCAGTACGATTTCGATACTGCTACTGTTCTCGGCT TCCTCAGAAAGTACGGTCTCGACAAGGATTTCAAGATGAACATCGAAGCTAACCACGCTACAC TGGCTCAGCACACATTCCAGCACGAGCTCTGCGTAGCAAGAACAAACGGTGCTTTCGGTTCA ATCGACGCAAACCAGGGCGATCCTCTCCTCGGATGGGATACAGACCAGTTCCCGACAAATAT CTATGACACAACAATGTGTATGTACGAAGTTATCAAGGCTGGCGGCTTCACAAACGGCGGTCT CAACTTCGATGCAAAGGCAAGACGTGGAAGCTTCACACCTGAGGATATCTTCTACAGCTACAT TGCAGGTATGGATGCATTCGCTCTCGGCTACAAGGCTGCAAGCAAGCTCATCGCTGACGGAC GTATCGACAGCTTCATTTCCGACCGCTACGCTTCATGGAGCGAGGGAATCGGTCTCGACATC ATCTCAGGCAAGGCTGATATGGCTGCTCTTGAGAAGTATGCTCTCGAAAAGGGCGAGGTTAC AGACTCTATTTCCAGCGGCAGACAGGAACTCCTCGAGTCTATCGTAAACAACGTTATATTCAAT CTTTGA Ruminococcus_18P13 Xylose Isomerase (CBL17278.1, SEQ ID NO: 108) ATGAGCGAATTTTTTACAGGCATTTCAAAGATCCCCTTTGAGGGAAAGGCATCCAACAATCCC ATGGCGTTCAAGTACTACAACCCGGATGAGGTCGTAGGCGGCAAGACCATGCGGGAGCAGC TGAAGTTTGCGCTGTCCTGGTGGCATACTATGGGGGGAGACGGTACGGACATGTTTGGTGTG GGTACCACCAACAAGAAGTTCGGCGGAACCGATCCCATGGACATTGCTAAGAGAAAGGTAAA CGCTGCGTTTGAGCTGATGGACAAGCTGTCCATCGATTATTTCTGTTTCCACGACCGGGATCT GGCGCCGGAGGCTGATAATCTGAAGGAAACCAACCAGCGTCTGGATGAAATCACCGAGTATA TTGCACAGATGATGCAGCTGAACCCGGACAAGAAGGTTCTGTGGGGTACTGCAAATTGCTTC GGCAATCCCCGGTATATGCATGGTGCCGGCACTGCGCCCAATGCGGACGTGTTTGCATTTGC AGCTGCGCAGATCAAAAAGGCAATTGAGATCACCGTAAAGCTGGGTGGCAAGGGCTATGTAT TCTGGGGCGGCAGAGAGGGCTACGAAACGCTGCTGAACACCAATATGGGTCTGGAACTGGA TAATATGGCACGGCTGCTGCATATGGCAGTGGACTATGCAAGAAGCATCGGCTTTACCGGCG ACTTCTACATCGAGCCCAAGCCCAAGGAGCCTACCAAGCATCAGTATGATTTTGATACCGCAA CCGTGATCGGCTTCCTGCGCAAGTATAATCTGGACAAGGACTTCAAGATGAACATCGAAGCCA ACCACGCAACCCTTGCACAGCACACCTTCCAGCATGAACTGCGGGTAGCACGGGAGAACGG CTTCTTTGGCTCCATCGATGCTAACCAGGGTGACACCCTGCTGGGCTGGGATACGGATCAGT TCCCCACTAATACCTATGACGCAGCACTGTGTATGTACGAGGTACTCAAGGCTGGCGGTTTTA CCAATGGCGGTCTGAACTTTGACTCCAAGGCACGGCGTGGATCCTTTGAGATGGAGGATATC TTCCACAGCTACATTGCCGGTATGGACACCTTTGCACTGGGTCTGAAGATTGCGCAGAAGATG ATCGATGACGGACGGATCGACCAGTTCGTGGCTGATCGGTATGCAAGCTGGAACACCGGCAT CGGTGCGGATATCATTTCCGGCAAGGCAACCATGGCAGATTTGGAGGCTTACGCACTGAGCA AGGGCGATGTGACCGCATCCCTCAAGAGCGGTCGTCAGGAATTGCTGGAAAGCATCCTGAAC AATATTATGTTCAATCTTTAA Clostridiales_genomosp_BVAB3_UPII9-5 Xylose Isomerase (YP_003474614.1, SEQ ID NO: 109) ATGAAATTTTTTGAAAATGTCCCTAAGGTAAAATATGAGGGAAGCAAGTCTACCAACCCGTTTG CATTTAAGTATTACAATCCTGAAGCGGTGATTGCCGGTAAAAAAATGAAGGATCACCTGAAATT CGCGATGTCCTGGTGGCACACCATGACGGCGACCGGGCAAGACCAGTTCGGTTCGGGGACG ATGAGCCGAATATATGACGGGCAAACTGAACCGCTGGCCTTGGCCAAAGCCCGAGTGGATGC GGCTTTCGATTTCATGGAAAAATTAAATATCGAATATTTTTGTTTTCATGATGCCGACTTGGCTC CAGAAGGTAACAGTTTGCAGGAACGCAACGAAAATTTGCAGGAAATGGTGTCTTACCTGAAAC AAAAGATGGCCGGAACTTCGATTAAGCTTTTATGGGGAACCTCGAATTGTTTCAGCAACCCTC GTTTTATGCACGGGGCAGCCACATCTTGCGAAGCGGATGTGTTTGCTTGGACCGCCACTCAG TTGAAAAATGCCATCGATGCTACCATCGCGCTTGGCGGTAAAGGCTATGTTTTCTGGGGCGG CCGGGAAGGCTATGAAACCTTGCTGAACACTGATGTCGGCCTGGAGATGGATAATTATGCAA GAATGCTGAAAATGGCGGTTGCATATGCGCATTCTAAAGGTTATACGGGTGACTTTTATATTGA ACCTAAGCCAAAAGAACCCACTAAACATCAATATGATTTCGATGTCGCCACTTGCGTTGCTTTC CTTGAAAAATACGATTTGATGCGTGATTTTAAAGTAAACATTGAGGCTAATCACGCTACTTTGG CCGGTCATACTTTCCAACATGAGTTACGCATGGCGCGTACCTTCGGGGTATTCGGCTCGGTT GATGCCAATCAGGGCGACAGCAATCTGGGCTGGGATACCGATCAGTTCCCGGGCAATATTTA TGATACGACTTTGGCCATGTATGAGATTTTGAAGGCCGGTGGATTTACCAACGGAGGCTTGAA CTTTGATGCTAAAGTGCGTCGTCCGTCATTTACCCCGGAAGATATTGCTTATGCTTATATTTTG GGCATGGATACGTTTGCCTTAGGCTTGATTAAGGCGCAACAGCTGATTGAGGATGGCAGAATT GATCGTTTCGTAGCGGAAAAATATGCTAGTTATAAGTCGGGCATCGGTGCTGAAATCTTGAGT GGTAAAACCGGTTTGCCGGAATTGGAGGCTTACGCATTGAAGAAAGGCGAGCCTAAGTTGTA TAGTGGGCGGCAGGAATATCTTGAAAGTGTCGTTAATAACGTAATTTTCAACGGAAATCTTTGA AMINO ACID SEQUENCES: Ruminococcus_FD1 Xylose Isomerase (SEQ ID NO: 110) MEFFKNISKIPYEGKDSTNPLAFKYYNPDEVIDGKKMRDIMKFALSWWHTMGGDGTDMFGCGTA DKTWGENDPAARAKAKVDAAFEIMQKLSIDYFCFHDRDLSPEYGSLKDTNAQLDIVTDYIKAKQAE TGLKCLWGTAKCFDHPRFMHGAGTSPSADVFAFSAAQIKKALESTVKLGGTGYVFWGGREGYET LLNTNMGLELDNMARLMKMAVEYGRSIGFKGDFYIEPKPKEPTKHQYDFDTATVLGFLRKYGLDK DFKMNIEANHATLAQHTFQHELCVARTNGAFGSIDANQGDPLLGWDTDQFPTNIYDTTMCMYEVI KAGGFTNGGLNFDAKARRGSFTPEDIFYSYIAGMDAFALGYKAASKLIADGRIDSFISDRYASWSE GIGLDIISGKADMAALEKYALEKGEVTDSISSGRQELLESIVNNVIFNL Ruminococcus_18P13 Xylose Isomerase (SEQ ID NO: 111) MSEFFTGISKIPFEGKASNNPMAFKYYNPDEVVGGKTMREQLKFALSWWHTMGGDGTDMFGVG TTNKKFGGTDPMDIAKRKVNAAFELMDKLSIDYFCFHDRDLAPEADNLKETNQRLDEITEYIAQMM QLNPDKKVLWGTANCFGNPRYMHGAGTAPNADVFAFAAAQIKKAIEITVKLGGKGYVFWGGREG YETLLNTNMGLELDNMARLLHMAVDYARSIGFTGDFYIEPKPKEPTKHQYDFDTATVIGFLRKYNL DKDFKMNIEANHATLAQHTFQHELRVARENGFFGSIDANQGDTLLGWDTDQFPTNTYDAALCMY EVLKAGGFTNGGLNFDSKARRGSFEMEDIFHSYIAGMDTFALGLKIAQKMIDDGRIDQFVADRYAS WNTGIGADIISGKATMADLEAYALSKGDVTASLKSGRQELLESILNNIMFN Clostridiales_genomosp. BVAB3 str UPII9-5 Xylose Isomerase (SEQ ID NO: 112) MKFFENVPKVKYEGSKSTNPFAFKYYNPEAVIAGKKMKDHLKFAMSWWHTMTATGQDQFGSGT MSRIYDGQTEPLALAKARVDAAFDFMEKLNIEYFCFHDADLAPEGNSLQERNENLQEMVSYLKQK MAGTSIKLLWGTSNCFSNPRFMHGAATSCEADVFAWTATQLKNAIDATIALGGKGYVFWGGREG YETLLNTDVGLEMDNYARMLKMAVAYAHSKGYTGDFYIEPKPKEPTKHQYDFDVATCVAFLEKYD LMRDFKVNIEANHATLAGHTFQHELRMARTFGVFGSVDANQGDSNLGWDTDQFPGNIYDTTLAM YEILKAGGFTNGGLNFDAKVRRPSFTPEDIAYAYILGMDTFALGLIKAQQLIEDGRIDRFVAEKYASY KSGIGAEILSGKTGLPELEAYALKKGEPKLYSGRQEYLESVVNNVIFNGNL

Amino acid similarity comparisons were performed on the various xylose isomerase proteins whose sequences were analyzed to generate the chimeric xylose isomerase activity nucleotide sequences. The results of the amino acid similarity comparison are presented in the table below.

Ruminococcus_FD1 Ruminococcus_18P13 Clostriales_BVAB3 XI-R 88 77 65.8 Piromyces 50.9 50 51.6 Clostridium phytofermentans 64.9 64.4 68.3 Thermus thermophilus 25.1 22.9 26.6 Orpinomyces 51.6 51.8 52.5 Bacteroides thetaiotaomicron 52.6 53 53 Escherichia coli 50.3 50.5 51.4 Clostridium 60.7 61.3 59.8 thermohydrosulfuricum Streptomyces rubiginosus 22.7 23.8 24.7 Thermotoga maritima 61 60 61.3 Thermotoga neopolitana 60.5 59.7 60.8 Streptomyces murinus 24.2 23 25.1 Lactobacillus pentosus 49.7 50.7 47.7 Bacillus stearothermophilus 55 57 56.5 Bacteroides uniformis 52.6 54.2 52.8 Clostridium cellulyticum 58.8 64.1 58.7 Ruminococcus_FD1 100 77.1 65.6 Ruminococcus_18P13 77.1 100 64 Clostriales_BVAB3 65.6 64 100 Bacteroides stercoris 51.9 52.4 53

Example 26 Nucleotide and Amino Acid Sequences of Over Expressed Activities Useful for Increasing Sugar Transport and/or Sugar Metabolism

As noted herein, increased or over expression of certain activities can result in increased ethanol production due to an increase in the utilization of the fermentation substrate, sometimes due to an increase in transport and/or metabolism of a desired sugar. Non-limiting examples of activities that can be over expressed to increase ethanol production by increasing sugar transport and/or metabolism include activities encoded by the genes gxf1, gxs1, hxt7, zwf1, gal2, sol3, sol4, the like, homologs thereof (e.g., Candida albicans Sol1p, Schizosaccharomyces pombe Sol1p, human PGLS and human H6PD), that can be expressed in a desired host organism, and combinations thereof. Nucleotide and amino acid sequences for some of these additional activities are given below. In some embodiments, 1, 2, 3, 4, 5, 6 or more of the non-limiting additional activities can be increased in expression or over expressed in an engineered host, thereby increasing transport and/or metabolism of a desired carbon source, wherein increased transport and/or metabolism of a desired carbon source results in increased ethanol production.

Nucleotide Sequences Debaryomyces hansenii gxf1 (SEQ ID NO: 113) ATGTCTCAAGAAGAATATAGTTCTGGGGTACAAACCCCAGTTTCTAACCATTCTGGTTTAGAGA AAGAAGAGCAACACAAGTTAGACGGTTTAGATGAGGATGAAATTGTCGATCAATTACCTTCTTT ACCAGAAAAATCAGCTAAGGATTATTTATTAATTTCTTTCTTCTGTGTATTAGTTGCATTTGGTG GTTTTGTTTTCGGTTTCGATACTGGTACTATCTCAGGTTTCGTTAACATGAGTGATTACTTGGA AAGATTCGGTGAGCTTAATGCAGATGGTGAATATTTCTTATCTAATGTTAGAACTGGTTTGATT GTTGCTATTTTTAATGTTGGTTGTGCTGTCGGTGGTATTTTCTTATCTAAGATTGCTGATGTTTA TGGTAGAAGAATTGGTCTTATGTTTTCCATGATTATTTATGTGATTGGTATAATTGTTCAAATCT CAGCTTCTGACAAGTGGTATCAAATCGTTGTTGGTAGAGCTATTGCAGGTTTAGCTGTTGGTA CCGTTTCTGTCTTATCCCCATTATTCATTGGTGAATCAGCACCTAAAACCTTAAGAGGTACTTT AGTGTGTTGTTTCCAATTATGTATTACCTTAGGTATCTTCTTAGGTTACTGTACTACATATGGTA CTAAAACCTACACCGACTCTAGACAATGGAGAATTCCATTAGGTTTATGTTTTGTTTGGGCTAT CATGTTGGTTATTGGTATGGTTTGCATGCCAGAATCACCAAGATACTTAGTTGTCAAGAACAAG ATTGAAGAAGCTAAGAAATCGATTGGTAGATCCAACAAGGTTTCACCAGAAGATCCTGCTGTT TACACCGAAGTCCAATTGATTCAAGCAGGTATTGAAAGAGAAAGTTTAGCTGGTTCTGCCTCTT GGACCGAATTGGTTACTGGTAAGCCAAGAATCTTTCGTAGAGTCATTATGGGTATTATGTTACA ATCTTTACAACAATTGACTGGTGACAACTATTTCTTCTACTATGGTACTACTATTTTCCAAGCTG TCGGTATGACTGATTCCTTCCAAACATCTATTGTTTTAGGTGTTGTTAACTTTGCATCTACATTT CTCGGTATCTACACAATTGAAAGATTCGGTAGAAGATTATGTTTGTTAACTGGTTCTGTCTGTA TGTTCGTTTGTTTCATCATTTACTCCATTTTGGGTGTTACAAACTTATATATTGATGGCTACGAT GGTCCAACTTCGGTTCCAACCGGTGATGCGATGATTTTCATTACTACCTTATACATTTTCTTCT TCGCATCCACCTGGGCTGGTGGTGTCTACTGTATCGTTTCCGAAACATACCCATTGAGAATTA GATCTAAGGCCATGTCCGTTGCCACCGCTGCTAACTGGATTTGGGGTTTCTTGATCTCTTTCT TCACTCCATTCATCACCTCGGCTATCCACTTCTACTACGGTTTCGTTTTCACAGGATGTTTGTT ATTCTCGTTCTTTTACGTTTACTTCTTTGTTGTTGAAACTAAGGGATTAACTTTAGAAGAAGTTG ATGAATTGTATGCCCAAGGTGTTGCCCCATGGAAGTCATCGAAATGGGTTCCACCAACCAAGG AAGAAATGGCCCATTCTTCAGGATATGCTGCTGAAGCCAAACCTCACGATCAACAAGTATAA Saccharomyces cerevisiae gal2 (SEQ ID NO: 114) ATGGCAGTTGAGGAGAACAATATGCCTGTTGTTTCACAGCAACCCCAAGCTGGTGAAGAC GTGATCTCTTCACTCAGTAAAGATTCCCATTTAAGCGCACAATCTCAAAAGTATTCTAAT GATGAATTGAAAGCCGGTGAGTCAGGGTCTGAAGGCTCCCAAAGTGTTCCTATAGAGATA CCCAAGAAGCCCATGTCTGAATATGTTACCGTTTCCTTGCTTTGTTTGTGTGTTGCCTTC GGCGGCTTCATGTTTGGCTGGGATACCGGTACTATTTCTGGGTTTGTTGTCCAAACAGAC TTTTTGAGAAGGTTTGGTATGAAACATAAGGATGGTACCCACTATTTGTCAAACGTCAGA ACAGGTTTAATCGTCGCCATTTTCAATATTGGCTGTGCCTTTGGTGGTATTATACTTTCC AAAGGTGGAGATATGTATGGCCGTAAAAAGGGTCTTTCGATTGTCGTCTCGGTTTATATA GTTGGTATTATCATTCAAATTGCCTCTATCAACAAGTGGTACCAATATTTCATTGGTAGA ATCATATCTGGTTTGGGTGTCGGCGGCATCGCCGTCTTATGTCCTATGTTGATCTCTGAA ATTGCTCCAAAGCACTTGAGAGGCACACTAGTTTCTTGTTATCAGCTGATGATTACTGCA GGTATCTTTTTGGGCTACTGTACTAATTACGGTACAAAGAGCTATTCGAACTCAGTTCAA TGGAGAGTTCCATTAGGGCTATGTTTCGCTTGGTCATTATTTATGATTGGCGCTTTGACG TTAGTTCCTGAATCCCCACGTTATTTATGTGAGGTGAATAAGGTAGAAGACGCCAAGCGT TCCATTGCTAAGTCTAACAAGGTGTCACCAGAGGATCCTGCCGTCCAGGCAGAGTTAGAT CTGATCATGGCCGGTATAGAAGCTGAAAAACTGGCTGGCAATGCGTCCTGGGGGGAATTA TTTTCCACCAAGACCAAAGTATTTCAACGTTTGTTGATGGGTGTGTTTGTTCAAATGTTC CAACAATTAACCGGTAACAATTATTTTTTCTACTACGGTACCGTTATTTTCAAGTCAGTT GGCCTGGATGATTCCTTTGAAACATCCATTGTCATTGGTGTAGTCAACTTTGCCTCCACT TTCTTTAGTTTGTGGACTGTCGAAAACTTGGGACATCGTAAATGTTTACTTTTGGGCGCT GCCACTATGATGGCTTGTATGGTCATCTACGCCTCTGTTGGTGTTACTAGATTATATCCT CACGGTAAAAGCCAGCCATCTTCTAAAGGTGCCGGTAACTGTATGATTGTCTTTACCTGT TTTTATATTTTCTGTTATGCCACAACCTGGGCGCCAGTTGCCTGGGTCATCACAGCAGAA TCATTCCCACTGAGAGTCAAGTCGAAATGTATGGCGTTGGCCTCTGCTTCCAATTGGGTA TGGGGGTTCTTGATTGCATTTTTCACCCCATTCATCACATCTGCCATTAACTTCTACTAC GGTTATGTCTTCATGGGCTGTTTGGTTGCCATGTTTTTTTATGTCTTTTTCTTTGTTCCA GAAACTAAAGGCCTATCGTTAGAAGAAATTCAAGAATTATGGGAAGAAGGTGTTTTACCT TGGAAATCTGAAGGCTGGATTCCTTCATCCAGAAGAGGTAATAATTACGATTTAGAGGAT TTACAACATGACGACAAACCGTGGTACAAGGCCATGCTAGAATAA Saccharomyces cerevisiae sol3 (SEQ ID NO: 115) ATGGTGACAGTCGGTGTGTTTTCTGAGAGGGCTAGTTTGACCCATCAATTGGGGGAATTC ATCGTCAAGAAACAAGATGAGGCGCTGCAAAAGAAGTCAGACTTTAAAGTTTCCGTTAGC GGTGGCTCTTTGATCGATGCTCTGTATGAAAGTTTAGTAGCGGACGAATCACTATCTTCT CGAGTGCAATGGTCTAAATGGCAAATCTACTTCTCTGATGAAAGAATTGTGCCACTGACG GACGCTGACAGCAATTATGGTGCCTTCAAGAGAGCTGTTCTAGATAAATTACCCTCGACT AGTCAGCCAAACGTTTATCCCATGGACGAGTCCTTGATTGGCAGCGATGCTGAATCTAAC AACAAAATTGCTGCAGAGTACGAGCGTATCGTACCTCAAGTGCTTGATTTGGTACTGTTG GGCTGTGGTCCTGATGGACACACTTGTTCCTTATTCCCTGGAGAAACACATAGGTACTTG CTGAACGAAACAACCAAAAGAGTTGCTTGGTGCCACGATTCTCCCAAGCCTCCAAGTGAC AGAATCACCTTCACTCTGCCTGTGTTGAAAGACGCCAAAGCCCTGTGTTTTGTGGCTGAG GGCAGTTCCAAACAAAATATAATGCATGAGATCTTTGACTTGAAAAACGATCAATTGCCA ACCGCATTGGTTAACAAATTATTTGGTGAAAAAACATCCTGGTTCGTTAATGAGGAAGCT TTTGGAAAAGTTCAAACGAAAACTTTTTAG Saccharomyces cerevisiae zwf1 (SEQ ID NO: 116) ATGAGTGAAGGCCCCGTCAAATTCGAAAAAAATACCGTCATATCTGTCTTTGGTGCGTCA GGTGATCTGGCAAAGAAGAAGACTTTTCCCGCCTTATTTGGGCTTTTCAGAGAAGGTTAC CTTGATCCATCTACCAAGATCTTCGGTTATGCCCGGTCCAAATTGTCCATGGAGGAGGAC CTGAAGTCCCGTGTCCTACCCCACTTGAAAAAACCTCACGGTGAAGCCGATGACTCTAAG GTCGAACAGTTCTTCAAGATGGTCAGCTACATTTCGGGAAATTACGACACAGATGAAGGC TTCGACGAATTAAGAACGCAGATCGAGAAATTCGAGAAAAGTGCCAACGTCGATGTCCCA CACCGTCTCTTCTATCTGGCCTTGCCGCCAAGCGTTTTTTTGACGGTGGCCAAGCAGATC AAGAGTCGTGTGTACGCAGAGAATGGCATCACCCGTGTAATCGTAGAGAAACCTTTCGGC CACGACCTGGCCTCTGCCAGGGAGCTGCAAAAAAACCTGGGGCCCCTCTTTAAAGAAGAA GAGTTGTACAGAATTGACCATTACTTGGGTAAAGAGTTGGTCAAGAATCTTTTAGTCTTG AGGTTCGGTAACCAGTTTTTGAATGCCTCGTGGAATAGAGACAACATTCAAAGCGTTCAG ATTTCGTTTAAAGAGAGGTTCGGCACCGAAGGCCGTGGCGGCTATTTCGACTCTATAGGC ATAATCAGAGACGTGATGCAGAACCATCTGTTACAAATCATGACTCTCTTGACTATGGAA AGACCGGTGTCTTTTGACCCGGAATCTATTCGTGACGAAAAGGTTAAGGTTCTAAAGGCC GTGGCCCCCATCGACACGGACGACGTCCTCTTGGGCCAGTACGGTAAATCTGAGGACGGG TCTAAGCCCGCCTACGTGGATGATGACACTGTAGACAAGGACTCTAAATGTGTCACTTTT GCAGCAATGACTTTCAACATCGAAAACGAGCGTTGGGAGGGCGTCCCCATCATGATGCGT GCCGGTAAGGCTTTGAATGAGTCCAAGGTGGAGATCAGACTGCAGTACAAAGCGGTCGCA TCGGGTGTCTTCAAAGACATTCCAAATAACGAACTGGTCATCAGAGTGCAGCCCGATGCC GCTGTGTACCTAAAGTTTAATGCTAAGACCCCTGGTCTGTCAAATGCTACCCAAGTCACA GATCTGAATCTAACTTACGCAAGCAGGTACCAAGACTTTTGGATTCCAGAGGCTTACGAG GTGTTGATAAGAGACGCCCTACTGGGTGACCATTCCAACTTTGTCAGAGATGACGAATTG GATATCAGTTGGGGCATATTCACCCCATTACTGAAGCACATAGAGCGTCCGGACGGTCCA ACACCGGAAATTTACCCCTACGGATCAAGAGGTCCAAAGGGATTGAAGGAATATATGCAA AAACACAAGTATGTTATGCCCGAAAAGCACCCTTACGCTTGGCCCGTGACTAAGCCAGAA GATACGAAGGATAATTAG Amino Acid Sequences Debaryomyces hansenii gxf1 (SEQ ID NO: 117) 1 MSQEEYSSGV QTPVSNHSGL EKEEQHKLDG LDEDEIVDQL PSLPEKSAKD YLLISFFCVL 61 VAFGGFVFGF DTGTISGFVN MSDYLERFGE LNADGEYFLS NVRTGLIVAI FNVGCAVGGI 121 FLSKIADVYG RRIGLMFSMI IYVIGIIVQI SASDKWYQIV VGRAIAGLAV GTVSVLSPLF 181 IGESAPKTLR GTLVCCFQLC ITLGIFLGYC TTYGTKTYTD SRQWRIPLGL CFVWAIMLVI 241 GMVCMPESPR YLVVKNKIEE AKKSIGRSNK VSPEDPAVYT EVQLIQAGIE RESLAGSASW 301 TELVTGKPRI FRRVIMGIML QSLQQLTGDN YFFYYGTTIF QAVGMTDSFQ TSIVLGVVNF 361 ASTFLGIYTI ERFGRRLCLL TGSVCMFVCF IIYSILGVTN LYIDGYDGPT SVPTGDAMIF 421 ITTLYIFFFA STWAGGVYCI VSETYPLRIR SKAMSVATAA NWIWGFLISF FTPFITSAIH 481 FYYGFVFTGC LLFSFFYVYF FVVETKGLTL EEVDELYAQG VAPWKSSKWV PPTKEEMAHS 541 SGYAAEAKPH DQQV Saccharomyces cerevisiae gal2 (SEQ ID NO: 118) 1 MAVEENNMPV VSQQPQAGED VISSLSKDSH LSAQSQKYSN DELKAGESGS 51 EGSQSVPIEI PKKPMSEYVT VSLLCLCVAF GGFMFGWDTG TISGFVVQTD 101 FLRRFGMKHK DGTHYLSNVR TGLIVAIFNI GCAFGGIILS KGGDMYGRKK 151 GLSIVVSVYI VGIIIQIASI NKWYQYFIGR IISGLGVGGI AVLCPMLISE 201 IAPKHLRGTL VSCYQLMITA GIFLGYCTNY GTKSYSNSVQ WRVPLGLCFA 251 WSLFMIGALT LVPESPRYLC EVNKVEDAKR SIAKSNKVSP EDPAVQAELD 301 LIMAGIEAEK LAGNASWGEL FSTKTKVFQR LLMGVFVQMF QQLTGNNYFF 351 YYGTVIFKSV GLDDSFETSI VIGVVNFAST FFSLWTVENL GHRKCLLLGA 401 ATMMACMVIY ASVGVTRLYP HGKSQPSSKG AGNCMIVFTC FYIFCYATTW 451 APVAWVITAE SFPLRVKSKC MALASASNWV WGFLIAFFTP FITSAINFYY 501 GYVFMGCLVA MFFYVFFFVP ETKGLSLEEI QELWEEGVLP WKSEGWIPSS 551 RRGNNYDLED LQHDDKPWYK AMLE Saccharomyces cerevisiae zwf1 (SEQ ID NO: 119) 1 MSEGPVKFEK NTVISVFGAS GDLAKKKTFP ALFGLFREGY LDPSTKIFGY 51 ARSKLSMEED LKSRVLPHLK KPHGEADDSK VEQFFKMVSY ISGNYDTDEG 101 FDELRTQIEK FEKSANVDVP HRLFYLALPP SVFLTVAKQI KSRVYAENGI 151 TRVIVEKPFG HDLASARELQ KNLGPLFKEE ELYRIDHYLG KELVKNLLVL 201 RFGNQFLNAS WNRDNIQSVQ ISFKERFGTE GRGGYFDSIG IIRDVMQNHL 251 LQIMTLLTME RPVSFDPESI RDEKVKVLKA VAPIDTDDVL LGQYGKSEDG 301 SKPAYVDDDT VDKDSKCVTF AAMTFNIENE RWEGVPIMMR AGKALNESKV 351 EIRLQYKAVA SGVFKDIPNN ELVIRVQPDA AVYLKFNAKT PGLSNATQVT 401 DLNLTYASRY QDFWIPEAYE VLIRDALLGD HSNFVRDDEL DISWGIFTPL 451 LKHIERPDGP TPEIYPYGSR GPKGLKEYMQ KHKYVMPEKH PYAWPVTKPE 501 DTKDN Saccharomyces cerevisiae sol3 (SEQ ID NO: 120) 1 MVTVGVFSER ASLTHQLGEF IVKKQDEALQ KKSDFKVSVS GGSLIDALYE 51 SLVADESLSS RVQWSKWQIY FSDERIVPLT DADSNYGAFK RAVLDKLPST 101 SQPNVYPMDE SLIGSDAESN NKIAAEYERI VPQVLDLVLL GCGPDGHTCS 151 LFPGETHRYL LNETTKRVAW CHDSPKPPSD RITFTLPVLK DAKALCFVAE 201 GSSKQNIMHE IFDLKNDQLP TALVNKLFGE KTSWFVNEEA FGKVQTKTF

Example 27 Cloning of Additional ZWF1 Candidate Genes

A variety of ZWF1 genes were cloned from S. cerevisiae, Zymomonas mobilis, Pseudomonas fluorescens (zwf1 and zwf2), and P. aeruginosa strain PAO1. The sequences of these additional ZWF1 genes are given below.

zwf1 from P. fluorescens Amino Acid Sequence (SEQ. ID. NO: 123) MTTTRKKSKALPAPPTTLFLFGARGDLVKRLLMPALYNLSRDGLLDEGLRIVGVDHNAVSDAEFAT LLEDFLRDEVLNKQGQGAAVDAAVWARLTRGINYVQGDFLDDSTYAELAARIAASGTGNAVFYLA TAPRFFSEVVRRLGSAGLLEEGPQAFRRVVIEKPFGSDLQTAEALNGCLLKVMSEKQIYRIDHYLG KETVQNILVSRFSNSLFEAFWNNHYIDHVQITAAETVGVETRGSFYEHTGALRDMVPNHLFQLLAM VAMEPPAAFGADAVRGEKAKVVGAIRPWSVEEARANSVRGQYSAGEVAGKALAGYREEANVAP DSSTETYVALKVMIDNWRWVGVPFYLRTGKRMSVRDTEIVICFKPAPYAQFRDTEVERLLPTYLRI QIQPNEGMWFDLLAKKPGPSLDMANIELGFAYRDFFEMQPSTGYETLIYDCLIGDQTLFQRADNIE NGWRAVQPFLDAWQQDASLQNYPAGVDGPAAGDELLARDGRVWRPLG Nucleotide Sequence (SEQ. ID. NO: 124) ATGACCACCACGCGAAAGAAGTCCAAGGCGTTGCCGGCGCCGCCGACCACGCTGTTCCTGT TCGGCGCCCGCGGTGATCTGGTCAAGCGCCTGCTGATGCCGGCGCTGTACAACCTCAGCCG CGACGGTTTGCTGGATGAGGGGCTGCGGATTGTCGGCGTCGACCACAACGCGGTGAGCGAC GCCGAGTTCGCCACGCTGCTGGAAGACTTCCTTCGCGATGAAGTGCTCAACAAGCAAGGCCA GGGGGCGGCGGTGGATGCCGCCGTCTGGGCCCGCCTGACCCGGGGCATCAACTATGTCCA GGGCGATTTTCTCGACGACTCCACCTATGCCGAACTGGCGGCGCGGATTGCCGCCAGCGGC ACCGGCAACGCGGTGTTCTACCTGGCCACCGCACCGCGCTTCTTCAGTGAAGTGGTGCGCC GCCTGGGCAGCGCCGGGTTGCTGGAGGAGGGGCCGCAGGCTTTTCGCCGGGTGGTGATCG AAAAACCCTTCGGCTCCGACCTGCAGACCGCCGAAGCCCTCAACGGCTGCCTGCTCAAGGTC ATGAGCGAGAAGCAGATCTATCGCATCGACCATTACCTGGGCAAGGAAACGGTCCAGAACAT CCTGGTCAGCCGTTTTTCCAACAGCCTGTTCGAGGCATTCTGGAACAACCATTACATCGACCA CGTGCAGATCACCGCGGCGGAAACCGTCGGCGTGGAAACCCGTGGCAGCTTTTATGAACAC ACCGGTGCCCTGCGGGACATGGTGCCCAACCACCTGTTCCAGTTGCTGGCGATGGTGGCCA TGGAGCCGCCCGCTGCCTTTGGCGCCGATGCGGTACGTGGCGAAAAGGCCAAGGTGGTGG GGGCTATCCGCCCCTGGTCCGTGGAAGAGGCCCGGGCCAACTCGGTGCGCGGCCAGTACA GCGCCGGTGAAGTGGCCGGCAAGGCCCTGGCGGGCTACCGCGAGGAAGCCAACGTGGCGC CGGACAGCAGCACCGAAACCTACGTTGCGCTGAAGGTGATGATCGACAACTGGCGCTGGGT CGGGGTGCCGTTCTACCTGCGCACCGGCAAGCGCATGAGTGTGCGCGACACCGAGATCGTC ATCTGCTTCAAGCCGGCGCCCTATGCACAGTTCCGCGATACCGAGGTCGAGCGCCTGTTGCC GACCTACCTGCGGATCCAGATCCAGCCCAACGAAGGCATGTGGTTCGACCTGCTGGCGAAAA AGCCCGGGCCGAGCCTGGACATGGCCAACATCGAACTGGGTTTTGCCTACCGCGACTTTTTC GAGATGCAGCCCTCCACCGGCTACGAAACCCTGATCTACGACTGCCTGATCGGCGACCAGAC CCTGTTCCAGCGCGCCGACAACATCGAGAACGGCTGGCGCGCGGTGCAACCCTTCCTCGAT GCCTGGCAACAGGACGCCAGCTTGCAGAACTACCCGGCGGGCGTGGATGGCCCGGCAGCC GGGGATGAACTGCTGGCCCGGGATGGCCGCGTATGGCGACCCCTGGGGTGA zwf2 from P. fluorescens Amino Acid Sequence (SEQ. ID. NO: 125) MPSITVEPCTFALFGALGDLALRKLFPALYQLDAAGLLHDDTRILALAREPGSEQEHLANIETELHKY VGDKDIDSQVLQRFLVRLSYLHVDFLKAEDYVALAERVGSEQRLIAYFATPAAVYGAICENLSRVGL NQHTRVVLEKPIGSDLDSSRKVNDAVAQFFPETRIYRIDHYLGKETVQNLIALRFANSLFETQWNQ NYISHVEITVAEKVGIEGRWGYFDKAGQLRDMIQNHLLQLLCLIAMDPPADLSADSIRDEKVKVLKA LAPISPEGLTTQVVRGQYIAGHSEGQSVPGYLEEENSNTQSDTETFVALRADIRNWRWAGVPFYL RTGKRMPQKLSQIVIHFKEPSHYIFAPEQRLQISNKLIIRLQPDEGISLRVMTKEQGLDKGMQLRSG PLQLNFSDTYRSARIPDAYERLLLEVMRGNQNLFVRKDEIEAAWKWCDQLIAGWKKSGDAPKPYA AGSWGPMSSIALITRDGRSWYGDI Nucleotide Sequence (SEQ. ID. NO: 126) ATGCCTTCGATAACGGTTGAACCCTGCACCTTTGCCTTGTTTGGCGCGCTGGGCGATCTGGC GCTGCGTAAGCTGTTTCCTGCCCTGTACCAACTCGATGCCGCCGGTTTGCTGCATGACGACA CGCGCATCCTGGCCCTGGCCCGCGAGCCTGGCAGCGAGCAGGAACACCTGGCGAATATCGA AACCGAGCTGCACAAGTATGTCGGCGACAAGGATATCGATAGCCAGGTCCTGCAGCGTTTTC TCGTCCGCCTGAGCTACCTGCATGTGGACTTCCTCAAGGCCGAGGACTACGTCGCCCTGGCC GAACGTGTCGGCAGCGAGCAGCGCCTGATTGCCTACTTCGCCACGCCGGCGGCGGTGTATG GCGCGATCTGCGAAAACCTCTCCCGGGTCGGGCTCAACCAGCACACCCGTGTGGTCCTGGA AAAACCCATCGGCTCGGACCTGGATTCATCACGCAAGGTCAACGACGCGGTGGCGCAGTTCT TCCCGGAAACCCGCATCTACCGGATCGACCACTACCTGGGCAAGGAAACGGTGCAGAACCTG ATTGCCCTGCGTTTCGCCAACAGCCTGTTCGAAACCCAGTGGAACCAGAACTACATCTCCCAC GTGGAAATCACCGTGGCCGAGAAGGTCGGCATCGAAGGTCGCTGGGGCTATTTCGACAAGG CCGGCCAACTGCGGGACATGATCCAGAACCACTTGCTGCAACTGCTCTGCCTGATCGCGATG GACCCGCCGGCCGACCTTTCGGCCGACAGCATCCGCGACGAGAAGGTCAAGGTGCTCAAGG CCCTGGCGCCCATCAGCCCGGAAGGCCTGACCACCCAGGTGGTGCGCGGCCAGTACATCGC CGGCCACAGCGAAGGCCAGTCGGTGCCGGGCTACCTGGAGGAAGAAAACTCCAACACCCAG AGCGACACCGAGACCTTCGTCGCCCTGCGCGCCGATATCCGCAACTGGCGCTGGGCCGGTG TGCCTTTCTACCTGCGCACCGGCAAGCGCATGCCACAGAAGCTGTCGCAGATCGTCATCCAC TTCAAGGAACCCTCGCACTACATCTTCGCCCCCGAGCAGCGCCTGCAGATCAGCAACAAGCT GATCATCCGCCTGCAGCCGGACGAAGGTATCTCGTTGCGGGTGATGACCAAGGAGCAGGGC CTGGACAAGGGCATGCAACTGCGCAGCGGTCCGTTGCAGCTGAATTTTTCCGATACCTATCG CAGTGCACGGATCCCCGATGCCTACGAGCGGTTGTTGCTGGAAGTGATGCGCGGCAATCAG AACCTGTTTGTGCGCAAAGATGAAATCGAAGCCGCGTGGAAGTGGTGTGACCAGTTGATTGC CGGGTGGAAGAAATCCGGCGATGCGCCCAAGCCGTACGCGGCCGGGTCCTGGGGGCCGAT GAGCTCCATTGCACTGATCACGCGGGATGGGAGGTCTTGGTATGGCGATATCTaA zwf1 from P. aeruginosa, PAO1 Amino Acid Sequence (SEQ. ID. NO: 127) MPDVRVLPCTLALFGALGDLALRKLFPALYQLDRENLLHRDTRVLALARDEGAPAEHLATLEQRLR LAVPAKEWDDVVWQRFRERLDYLSMDFLDPQAYVGLREAVDDELPLVAYFATPASVFGGICENLA AAGLAERTRVVLEKPIGHDLESSREVNEAVARFFPESRIYRIDHYLGKETVQNLIALRFANSLFETQ WNQNHISHVEITVAEKVGIEGRWGYFDQAGQLRDMVQNHLLQLLCLIAMDPPSDLSADSIRDEKV KVLRALEPIPAEQLASRVVRGQYTAGFSDGKAVPGYLEEEHANRDSDAETFVALRVDIRNWRWS GVPFYLRTGKRMPQKLSQIVIHFKEPPHYIFAPEQRSLISNRLIIRLQPDEGISLQVMTKDQGLGKG MQLRTGPLQLSFSETYHAARIPDAYERLLLEVTQGNQYLFVRKDEVEFAWKWCDQLIAGWERLSE APKPYPAGSWGPVASVALVARDGRSWYGDF Nucleotide Sequence (SEQ. ID. NO: 128) ATGCCTGATGTCCGCGTTCTGCCTTGCACGTTAGCGCTGTTCGGTGCGCTGGGCGATCTCGC CTTGCGCAAGCTGTTCCCGGCGCTCTACCAACTCGATCGTGAGAACCTGCTGCACCGCGATA CCCGCGTCCTGGCCCTGGCCCGTGACGAAGGCGCTCCCGCCGAACACCTGGCGACGCTGG AGCAGCGCCTGCGCCTGGCAGTGCCGGCGAAGGAGTGGGACGACGTGGTCTGGCAGCGTT TCCGCGAACGCCTCGACTACCTGAGCATGGACTTCCTCGACCCGCAGGCCTATGTCGGCTTG CGCGAGGCGGTGGATGACGAACTGCCGCTGGTCGCCTACTTCGCCACGCCGGCCTCGGTGT TCGGCGGCATCTGCGAGAACCTCGCCGCCGCCGGTCTCGCCGAGCGCACCCGGGTGGTGC TGGAGAAGCCCATCGGTCATGACCTGGAGTCGTCCCGCGAGGTCAACGAGGCAGTCGCCCG GTTCTTCCCGGAAAGCCGCATCTACCGGATCGACCATTACCTGGGCAAGGAGACGGTGCAGA ACCTGATCGCCCTGCGCTTCGCCAACAGCCTCTTCGAGACCCAGTGGAACCAGAACCACATC TCCCACGTGGAGATCACCGTGGCCGAGAAGGTCGGCATCGAAGGCCGCTGGGGCTACTTCG ACCAGGCCGGGCAACTGCGCGACATGGTGCAGAACCACCTGCTGCAACTGCTCTGCCTGAT CGCCATGGATCCGCCCAGCGACCTTTCGGCGGACAGCATTCGCGACGAGAAGGTCAAGGTC CTCCGCGCCCTCGAGCCGATTCCCGCAGAACAACTGGCTTCGCGCGTGGTGCGTGGGCAGT ACACCGCCGGTTTCAGCGACGGCAAGGCAGTGCCGGGCTACCTGGAGGAGGAACATGCGAA TCGCGACAGCGACGCGGAAACCTTCGTCGCCCTGCGCGTGGACATCCGCAACTGGCGCTGG TCGGGCGTGCCGTTCTACCTGCGCACCGGCAAGCGCATGCCGCAGAAGCTGTCGCAGATCG TCATCCACTTCAAGGAGCCGCCGCACTACATCTTCGCTCCCGAGCAGCGTTCGCTGATCAGC AACCGGCTGATCATCCGCCTGCAGCCGGACGAAGGTATCTCCCTGCAAGTGATGACCAAGGA CCAGGGCCTGGGCAAGGGCATGCAATTGCGTACCGGCCCGCTGCAACTGAGTTTTTCCGAG ACCTACCACGCGGCGCGGATTCCCGATGCCTACGAGCGTCTGCTGCTGGAGGTCACCCAGG GCAACCAGTACCTGTTCGTGCGCAAGGACGAGGTGGAGTTCGCCTGGAAGTGGTGCGACCA GCTGATCGCTGGCTGGGAACGCCTGAGCGAAGCGCCCAAGCCGTATCCGGCGGGGAGTTG GGGGCCGGTGGCCTCGGTGGCCCTGGTGGCCCGCGATGGGAGGAGTTGGTATGGCGATTT CTGA zwf1 from Z. mobilis Amino Acid Sequence (SEQ. ID. NO: 129) MTNTVSTMILFGSTGDLSQRMLLPSLYGLDADGLLADDLRIVCTSRSEYDTDGFRDFAEKALDRFV ASDRLNDDAKAKFLNKLFYATVDITDPTQFGKLADLCGPVEKGIAIYLSTAPSLFEGAIAGLKQAGLA GPTSRLALEKPLGQDLASSDHINDAVLKVFSEKQVYRIDHYLGKETVQNLLTLRFGNALFEPLWNS KGIDHVQISVAETVGLEGRIGYFDGSGSLRDMVQSHILQLVALVAMEPPAHMEANAVRDEKVKVF RALRPINNDTVFTHTVTGQYGAGVSGGKEVAGYIDELGQPSDTETFVAIKAHVDNWRWQGVPFYI RTGKRLPARRSEIVVQFKPVPHSIFSSSGGILQPNKLRIVLQPDETIQISMMVKEPGLDRNGAHMRE VWLDLSLTDVFKDRKRRIAYERLMLDLIEGDATLFVRRDEVEAQWVWIDGIREGWKANSMKPKTY VSGTWGPSTAIALAERDGVTWYD Nucleotide Sequence (SEQ. ID. NO: 130) ATGACAAATACCGTTTCGACGATGATATTGTTTGGCTCGACTGGCGACCTTTCACAGCGTATG CTGTTGCCGTCGCTTTATGGTCTTGATGCCGATGGTTTGCTTGCAGATGATCTGCGTATCGTC TGCACCTCTCGTAGCGAATACGACACAGATGGTTTCCGTGATTTTGCAGAAAAAGCTTTAGAT CGCTTTGTCGCTTCTGACCGGTTAAATGATGACGCTAAAGCTAAATTCCTTAACAAGCTTTTCT ACGCGACGGTCGATATTACGGATCCGACCCAATTCGGAAAATTAGCTGACCTTTGTGGCCCG GTCGAAAAAGGTATCGCCATTTATCTTTCGACTGCGCCTTCTTTGTTTGAAGGGGCAATCGCT GGCCTGAAACAGGCTGGTCTGGCTGGTCCAACTTCTCGCCTGGCGCTTGAAAAACCTTTAGG TCAAGATCTTGCTTCTTCCGATCATATTAATGATGCGGTTTTGAAAGTTTTCTCTGAAAAGCAA GTTTATCGTATTGACCATTATCTGGGTAAAGAAACGGTTCAGAATCTTCTGACCCTGCGTTTTG GTAATGCTTTGTTTGAACCGCTTTGGAATTCAAAAGGCATTGACCACGTTCAGATCAGCGTTG CTGAAACGGTTGGTCTTGAAGGTCGTATCGGTTATTTCGACGGTTCTGGCAGCTTGCGCGATA TGGTTCAAAGCCATATCCTTCAGTTGGTCGCTTTGGTTGCAATGGAACCACCGGCTCATATGG AAGCCAACGCTGTTCGTGACGAAAAGGTAAAAGTTTTCCGCGCTCTGCGTCCGATCAATAACG ACACCGTCTTTACGCATACCGTTACCGGTCAATATGGTGCCGGTGTTTCTGGTGGTAAAGAAG TTGCCGGTTACATTGACGAACTGGGTCAGCCTTCCGATACCGAAACCTTTGTTGCTATCAAAG CGCATGTTGATAACTGGCGTTGGCAGGGTGTTCCGTTCTATATCCGCACTGGTAAGCGTTTAC CTGCACGTCGTTCTGAAATCGTGGTTCAGTTTAAACCTGTTCCGCATTCGATTTTCTCTTCTTC AGGTGGTATCTTGCAGCCGAACAAGCTGCGTATTGTCTTACAGCCTGATGAAACCATCCAGAT TTCTATGATGGTGAAAGAACCGGGTCTTGACCGTAACGGTGCGCATATGCGTGAAGTTTGGCT GGATCTTTCCCTCACGGATGTGTTTAAAGACCGTAAACGTCGTATCGCTTATGAACGCCTGAT GCTTGATCTTATCGAAGGCGATGCTACTTTATTTGTGCGTCGTGACGAAGTTGAGGCGCAGTG GGTTTGGATTGACGGAATTCGTGAAGGCTGGAAAGCCAACAGTATGAAGCCAAAAACCTATGT CTCTGGTACATGGGGGCCTTCAACTGCTATAGCTCTGGCCGAACGTGATGGAGTAACTTGGT ATGACTGA

All the above genes were PCR amplified from their genomic DNA sources with and without c-terminal 6-HIS tags (SEQ ID NO: 138) and cloned into the yeast expression vector p426GPD for testing.

Assays of Candidate ZWF1 Genes

Strain BY4742 zwf1 (ATCC Cat. No. 4011971; Winzeler E A, et al. Science 285: 901-906, 1999. PubMed: 10436161) was used as the base strain for all ZWF1 assays. The assays were performed as follows: A 5 ml overnight of the strain expressing the ZWF1 gene was grown in SCD-ura. A 50 ml culture of the strain was then grown for about 18 hours from an initial OD₆₀₀ of about 0.2 until it had reached about OD₆₀₀ of about 4. The cells were centrifuged at 1046×g washed twice with 25 ml cold sterile water, and resuspended in 2 ml/g Yper Plus (Thermo Scientific) plus 1×protease inhibitors (EDTA-free). The cells were allowed to lyse at room temperature for about 30 minutes with constant rotation of the tubes. The lysate was centrifuged at 16,100×g for 10 minutes at 4° C. and the supernatants were transferred to a new 1.5 ml microcentrifuge tube. Quantification of the lysates was performed using the Coomassie-Plus kit (Thermo Scientific, San Diego, Calif.) as directed by the manufacturer.

Each kinetic assay was done using approximately 50 to 60 μg of crude extract in a reaction mixture containing 50 mM Tris-HCl, pH 8.9, and 1 mM NADP+ or NAD+. The reaction was started with 20 mM glucose-6-phosphate and the reaction was monitored at A340. The specific activity was measured as the μmol substrate/min/mg protein. The results of the assays are presented in the table below.

Vmax (μmol Km Specific Activity Zwf1 Cofactors min⁻¹) (M⁻¹) (μmol min⁻¹ mg⁻¹) S. cerevisiae NAD+ NA NA NA NADP+ 0.9523 0.4546 224.07 S. cerevisiae + His NAD+ NA NA NA NADP+ 0.7267 0.4109 164.79 ZM4 NAD+ NA NA NA NADP+ NA NA NA ZM4 + His NAD+ 0.0213 0.0156 0.1267 NADP+ 0.0027 0.0140 0.0160 P. fluorescens 1 NAD+ 0.0158 0.6201 0.3132 NADP+ 0.0213 0.8171 0.4208 P. fluorescens 1 + NAD+ 0.0126 4.9630 0.2473 His NADP+ 0.0139 0.9653 0.2739 P. fluorescens 2 NAD+ ND ND ND NADP+ NA NA NA P. fluorescens 2 + NAD+ NA NA NA His NADP+ ND ND ND PAO1 NAD+ NA NA NA NADP+ 0.0104 0.6466 0.1564 PAO1 + His NAD+ 0.0074 0.0071 0.1098 NADP+ 0.0123 3.9050 0.1823 NA = cannot be calculated (substrate not used by enzyme) ND = was not determined (either not enough crude available or cells did not grow)

Altering Cofactor Preference of S. cerevisiae ZWF1

ZWF1 from S. cerevisiae is an NADP⁺-only utilizing enzyme. Site-directed mutagenesis was used to alter of ZWF1 so that the altered ZWF1 could also utilize NAD+, thereby improving the REDOX balance within the cell. Site directed mutagenesis reactions were performed in the same manner for all mutations, and for mutants which include more than one mutation, each mutation was performed sequentially. About 50 ng of plasmid DNA was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol site directed mutagenesis specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 15 rounds of 95° C. for 15 seconds, 55° C. for 40 seconds, and 72° C. for 3 minutes. A final 10 minute extension reaction at 72° C. was also included. The PCR reaction mixture was then digested with 30 U of Dpnl for about 2 hours and 5 μl of the digested PCR reaction mixture was used to transform competent DH5α (Zymo Research, Orange, Calif.) and plated onto LB plates containing the appropriate antibiotics. The table below lists mutants generated in a first round of mutagenesis.

Mutant # zwf1_sc Codon changes 1 A24G GCA -> GGT 2 A24G/T28G GCA -> GGT, ACT -> GGT 3 A51N GCC -> AAT 4 A51D GCC -> GAT 5 T28F ACT -> TTT 6 K46R AAG -> AGA 7 Y40L TAC -> TTG 8 F33Y TTT -> TAC 9 T28L ACT -> TTG 10 V16L GTC -> TTG 11 V13T GTC -> ACT 12 L66E CTA -> GAA 13 A24G/A51D GCA -> GGT, GCC -> GAT 14 A24G/T28G/A51D GCA -> GGT, ACT -> GGT, GCC -> GAT 15 R52D CGG -> GAT 16 A51D/R52A GCC -> GAT, CGG -> GCT 17 A24G/A51D/R52A GCA -> GGT, GCC -> GAT, CGG -> GCT 18 A24G/T28G/ GCA -> GGT, ACT -> GGT, A51D/R52A GCC -> GAT, CGG -> GCT 19 A51D/R52H GCC -> GAT, CGG -> CAT 20 R52H CGG -> CAT 21 D22R GAT -> AGA

The oligonucleotides, utilized to generate the mutants listed in the table above, are listed in the table below. All oligonucleotides were purchased from Integrated DNA Technologies (IDT).

Base Nucleotide sequence (SEQ ID NOS 375-412, Mutation plasmid Oligo Name respectively, in order of appearance) 1 pBF300 ka/zwf1sc_A24 gtgcgtcaggtgatctgggtaagaagaagacttttccc Gfor 1 pBF300 ka/zwf1sc_A24 gggaaaagtcttcttcttacccagatcacctgacgcac Grev 2 pBF300 ka/zwf1sc_T28 gtgatctgggtaagaagaagggttttcccgccttatttgg Gfor 2 pBF300 ka/zwf1sc_T28 CCAAATAAGGCGGGAAAACCCTTCTTCTTAC Grev CCAGATCAC 3 pBF300 ka/zwf1sc_A51 ccttgatccatctaccaagatcttcggttataatcggtccaaattgtc Nfor cat 3 pBF300 ka/zwf1sc_A51 atggacaatttggaccgattataaccgaagatcttggtagatggat Nrev caagg 4 pBF300 ka/zwf1sc_A51 atctaccaagatcttcggttatgatcggtccaaattgtccatg Dfor 4 pBF300 ka/zwf1sc_A51 catggacaatttggaccgatcataaccgaagatcttggtagat Drev 5 pBF300 ka/zwf1sc_T28 ggtgatctggcaaagaagaagttttttcccgccttatttggg Ffor 5 pBF300 ka/zwf1sc_T28 cccaaataaggcgggaaaaaacttcttctttgccagatcacc Frev 6 pBF300 ka/zwf1sc_K46 taccttgatccatctaccagaatcttcggttatgcccggt Rfor 6 pBF300 ka/zwf1sc_K46 accgggcataaccgaagattctggtagatggatcaaggta Rrev 7 pBF300 ka/zwf1sc_Y39 gggcttttcagagaaggtttgcttgatccatctaccaaga Lfor 7 pBF300 ka/zwf1sc_Y39Lrev tcttggtagatggatcaagcaaaccttctctgaaaagccc 8 pBF300 ka/zwf1sc_F33Yfor gaagaagacttttcccgccttatacgggcttttcagagaag 8 pBF300 ka/zwf1sc_F33Yrev cttctctgaaaagcccgtataaggcgggaaaagtcttcttc 9 pBF300 ka/zwf1sc_T28Lfor gtcaggtgatctggcaaagaagaagttgtttcccgccttatttgg 9 pBF300 ka/zwf1sc_T28Lrev ccaaataaggcgggaaacaacttcttctttgccagatcacctgac 10 pBF300 ka/zwf1sc_V16Lfor cgaaaaaaataccgtcatatctttgtttggtgcgtcaggtgatctg 10 pBF300 ka/zwf1sc_V16rev cagatcacctgacgcaccaaacaaagatatgacggtatttttttcg 12 pBF300 ka/zwf1sc_L66Efor gacctgaagtcccgtgtcgaaccccacttgaaaaaacc 12 pBF300 ka/zwf1sc_L66Erev ggttttttcaagtggggttcgacacgggacttcaggtc 13 pBF374 ka/zwf1sc_A24Gfor gtgcgtcaggtgatctgggtaagaagaagacttttccc 13 pBF374 ka/zwf1sc_A24Grev gggaaaagtcttcttcttacccagatcacctgacgcac 14 pBF374 ka/zwf1sc_A24Gfor gtgcgtcaggtgatctgggtaagaagaagacttttccc 14 pBF374 ka/zwf1sc_A24Grev gggaaaagtcttcttcttacccagatcacctgacgcac 15 pBF300 KA/zwf1mut15for accaagatcttcggttatgccgattccaaattgtccatggaggag 15 pBF300 KA/zwf1mut15rev ctcctccatggacaatttggaatcggcataaccgaagatcttggt 16 pBF374 KA/zwf1mut16for tccatctaccaagatcttcggttatgatgcttccaaattgtccatgga ggaggac 16 pBF374 KA/zwf1mut16rev gtcctcctccatggacaatttggaagcatcataaccgaagatcttg gtagatgga 17 pBF441 KA/zwf1mut16for tccatctaccaagatcttcggttatgatgcttccaaattgtccatgga ggaggac 17 pBF441 KA/zwf1mut16rev gtcctcctccatggacaatttggaagcatcataaccgaagatcttg gtagatgga 18 pBF442 KA/zwf1mut16for tccatctaccaagatcttcggttatgatgcttccaaattgtccatgga ggaggac 18 pBF442 KA/zwf1mut16rev gtcctcctccatggacaatttggaagcatcataaccgaagatcttg gtagatgga 19 pBF374 KA/zwf1sc_mut19for aagatcttcggttatgatcattccaaattgtccatggagg 19 pBF374 KA/zwf1sc_mut19rev cctccatggacaatttggaatgatcataaccgaagatctt 20 pBF300 KA/zwf1sc_mut20for aagatcttcggttatgcccattccaaattgtccatggagg 20 pBF300 KA/zwf1sc_mut20rev cctccatggacaatttggaatgggcataaccgaagatctt Initial kinetic screening of the ZWF1 mutants generated as described above, identified the following altered ZWF1 genes and preliminary cofactor phenotype.

Mutant NAD+ NADP+ # zwf1_sc usage usage 1 A24G No Yes 2 A24G/T28G No No 3 A51N No Yes 4 A51D Yes No 5 T28F No Yes 6 K46R No Yes 7 Y40L No Yes 8 F33Y No Yes 9 T28L No Yes 10 V16L No Yes 11 V13T ND ND 12 L66E No Yes 13 A24G/A51D Yes No 14 A24G/T28G/A51D No No 15 R52D No No 16 A51D/R52A No No 17 A24G/A51D/R52A No No 18 A24G/T28G/A51D/ ND ND R52A 19 A51D/R52H ND ND 20 R52H ND ND 21 D22R ND ND ND = not determined

Mutants 4 (A51 D) and 13 (A24G/A51 D) were identified as mutants which enabled NAD+utilization with concomitant loss of NADP+utilization.

Cloning of SOL3

The SOL3 gene from S. cerevisiae was cloned as follows. The approximately 750 bp SOL3 gene was PCR amplified from the BY4742 genome using primers KAS/5-SOL3-NheI and KAS/3′-SOL3-SalI, shown below.

KAS/5-SOL3-NheI (SEQ ID NO: 413) gctagcatggtgacagtcggtgtgttttctgag KAS/3′-SOL3-SalI (SEQ ID NO: 414) gtcgacctaaaaagttttcgtttgaacttttcc

About 100 ng of genomic DNA from S. cerevisiae strain BY4742 was added to 1×Pfu Ultra II buffer, 0.3 mM dNTPs, 0.3 μmol gene-specific primers, and 1 U Pfu Ultra II polymerase (Agilent, La Jolla, Calif.) in a 50 μl reaction mix. The reaction was cycled at 95° C. for 10 minutes, followed by 30 rounds of 95° C. for 20 seconds, 55° C. for 30 seconds, and 72° C. for 15 seconds. A final 5 minute extension reaction at 72° C. was also included. The amplified product was TOPO cloned into the pCR Blunt II TOPO vector (Life Technologies, Carlsbad, Calif.) according to the manufacturer's recommendations and sequence verified (GeneWiz, San Diego, Calif.). The resultant plasmid was designated pBF301. The sequence of the S. cerevisiae SOL3 gene is given below.

S. cerevisiae SOL3 (SEQ. ID. NO: 131) ATGGTGACAGTCGGTGTGTTTTCTGAGAGGGCTAGTTTGACCCATCAATTGGGGGAATTCATCGTCAAGAAAC AAGATGAGGCGCTGCAAAAGAAGTCAGACTTTAAAGTTTCCGTTAGCGGTGGCTCTTTGATCGATGCTCTGTA TGAAAGTTTAGTAGCGGACGAATCACTATCTTCTCGAGTGCAATGGTCTAAATGGCAAATCTACTTCTCTGAT GAAAGAATTGTGCCACTGACGGACGCTGACAGCAATTATGGTGCCTTCAAGAGAGCTGTTCTAGATAAATTAC CCTCGACTAGTCAGCCAAACGTTTATCCCATGGACGAGTCCTTGATTGGCAGCGATGCTGAATCTAACAACAA AATTGCTGCAGAGTACGAGCGTATCGTACCTCAAGTGCTTGATTTGGTACTGTTGGGCTGTGGTCCTGATGGA CACACTTGTTCCTTATTCCCTGGAGAAACACATAGGTACTTGCTGAACGAAACAACCAAAAGAGTTGCTTGGT GCCACGATTCTCCCAAGCCTCCAAGTGACAGAATCACCTTCACTCTGCCTGTGTTGAAAGACGCCAAAGCCCT GTGTTTTGTGGCTGAGGGCAGTTCCAAACAAAATATAATGCATGAGATCTTTGACTTGAAAAACGATCAATTG CCAACCGCATTGGTTAACAAATTATTTGGTGAAAAAACATCCTGGTTCGTTAATGAGGAAGCTTTTGGAAAAG TTCAAACGAAAACTTTTTAG

The NheI-SalI SOL3 gene fragment from plasmid pBF301 will be cloned into the SpeI-XhoI site in plasmids p413GPD and p423GPD (HIS3 marker-based plasmids; ATCC 87354 and ATCC 87355).

Testing of ZWF1/SOL3 Combinations in BY4742

A URA blaster cassette was digested with NotI and ligated into the MET17 integration cassette plasmid pBF691 to generate the Met17 knockout plasmid pBF772. Plasmid pBF772 was digested with PacI and linear fragments were purified by Zymo PCR purification kit (Zymo Research, Orange, Calif.) and concentrated in 10 μl ddH2O. LiCl2 high efficiency transformation was performed as shown described. About 1 μg linear MET17 knockout fragment was transformed into 50 μl fresh made BY4742 competent cells and cells were plated onto SCD-Ura plates at 30° C. for about 2-3 days. A single URA+ colony was streaked out on a SCD-Ura plate and grown at 30° C. for about 2-3 days. A single colony was inoculated overnight in YPD medium at 30° C. 50 μl of the overnight culture was then plated onto SCD complete -5FOA plates and incubated at 30° C. for about 3 days.

A single colony which grew on SCD complete-5FOA plates was then picked and inoculated in YPD medium and grown at 30° C. overnight. Yeast genomic DNA was extracted by YeaStar genomic extraction kit (Zymo Research, Orange, Calif.) and confirmation of the strain was confirmed by PCR using primers JML/237 and JML/238, shown below.

(SEQ ID NO: 415) JML/237: CCAACACTAAGAAATAATTTCGCCATTTCTTG (SEQ ID NO: 416) JML/238: GCCAACAATTAAATCCAAGTTCACCTATTCTG

The PCR amplification was performed as follows: 10 ng of yeast genomic DNA with 0.1 μmol gene specific primers, 1×Pfu Ultra II buffer, 0.2 mmol dNTPs, and 0.2 U Taq DNA polymerase. The PCR mixture was cycled at 95° C. for 2 minutes, followed by 30 cycles of 95° C. for 20 seconds, 55° C. for 30 seconds and 72° C. for 45 seconds. A final step of 72° C. for 5 minutes was also included. The resultant strain was designated BF1618.

Strain BF1618 is undergoing transformation with the following plasmid combinations. Additionally, the affect of the ZWF1 mutant constructs will also be evaluated with and without SOL3 constructs. The table below shows the plasmid combinations being transformed into strain BF1618.

Test Strain EDD EDA ZWF1 SOL3 1 2μ 2μ cen/ars NONE 2 2μ 2μ 2μ NONE 3 2μ 2μ cen/ars cen/ars 4 2μ 2μ 2μ 2μ 5 2μ 2μ NONE cen/ars 6 2μ 2μ NONE 2μ

Strains with improved ethanol production may benefit from two or more copies of the ZWF1 gene due to increased flux of the carbon towards the alternative pathway. A strain embodiment currently under construction has the phenotype; pfk1, ZWF1, SOL3, tal1, EDD-PA01*, EDA-E. coli*, where the “*” represents additional copies of the gene. It is believed that multiple copies of the EDD and EDA genes may provide additional increases in ethanol production.

Example 28 Identification of Additional Xylose Isomerase 5′ Ends that can Increase Expression Levels of Ruminococcus Xylose Isomerase in Yeast

To determine if the 5′ end of other xylose isomerase genes could also be used to increase the expression of the Ruminococcus xylose isomerase in yeast, as demonstrated herein for the 5′ end of Piromyces xylose isomerase, additional chimeric molecules were generated as described herein, using approximately 10 amino acids from the xylose isomerase genes described in Example 25. The alternate xylose isomerase gene 5′ ends were selected from xylose isomerase sequences previously shown to be expressed and active inn yeast. The xylose isomerase gene donors and the 5′ end of the nucleotide sequence from each are presented in the table below.

Clostridium ATGAAAAATTACTTTCCAAATGTTCCAGAAGTAAAATACGAAGGCCCAAATTCAACG phytofermentans AATCCATTTGCTTTTAAATATTATGACGCAAATAAAGTTGTAGCGGGTAAAACAATG AAAGAGCACTGTCGTTTTGCATTATCTTGGTGGCATACTCTTTGTGCAGGTGGTGC TGATCCATTCGGTGTAACAACTATGGATAGAACCTACGGAAATATCACAGATCCAA TGGAACTTGCTAAGGCAAAAGTTGACGCTGGTTTCGAATTAATGACTAAATTAGGA ATTGAATTCTTCTGTTTCCATGACGCAGATATTGCTCCAGAAGGTGATACTTTTGAA GAGTCAAAGAAGAATCTTTTTGAAATCGTTGATTACATCAAAGAGAAGATGGATCA GACTGGTATCAAGTTATTATGGGGTACTGCTAATAACTTTAGTCATCCAAGATTTAT GCAT (SEQ ID NO: 95) Orpinomyces ATGACTAAGGAATATTTCCCAACTATCGGCAAGATTAGATTCGAAGGTAAGGATTC TAAGAATCCAATGGCCTTCCACTACTATGATGCTGAAAAGGAAGTCATGGGTAAGA AAATGAAGGATTGGTTACGTTTCGCCATGGCCTGGTGGCACACTCTTTGCGCCGA TGGTGCTGACCAATTCGGTGTTGGTACTAAGTCTTTCCCATGGAATGAAGGTACTG ACCCAATTGCTATTGCCAAGCAAAAGGTTGATGCTGGTTTTGAAATCATGACCAAG CTTGGTATTGAACACTACTGTTTCCACGATGTTGATCTTGTTTCTGAAGGTAACTCT ATTGAAGAATACGAATCCAACCTCAAGCAAGTTGTTGCTTACCTTAAGCAAAAGCA ACAAGAAACTGGTATTAAGCTTCTCTGGAGTACTGCCAATGTTTTCGGTAACCCAC GTTACATGAAC (SEQ ID NO: 96) Clostridium ATGGAATACTTCAAAAATGTACCACAAATAAAATATGAAGGACCAAAATCAAACAAT thermohydrosulfuricum CCATATGCATTTAAATTTTACAATCCAGATGAAATAATAGACGGAAAACCTTTAAAA GAACACTTGCGTTTTTCAGTAGCGTACTGGCACACATTTACAGCCAATGGGACAGA TCCATTTGGAGCACCCACAATGCAAAGGCCATGGGACCATTTTACTGACCCTATG GATATTGCCAAAGCGAGAGTAGAAGCAGCCTTTGAACTATTTGAAAAACTCGACGT ACCATTTTTCTGTTTCCATGACAGAGATATAGCTCCGGAAGGAGAGACATTAAGGG AGACGAACAAAAATTTAGATACAATAGTTGCAATGATAAAAGACTACTTAAAGACGA GCAAAACAAAAGTATTATGGGGCACAGCGAACCTTTTTTCAAATCCGAGATTTGTA CAT (SEQ ID NO: 97) Bacteroides ATGGCAACAAAAGAATTTTTTCCGGGAATTGAAAAGATTAAATTTGAAGGTAAAGAT thetaiotaomicron AGTAAGAACCCGATGGCATTCCGTTATTACGATGCAGAGAAGGTGATTAATGGTAA AAAGATGAAGGATTGGCTGAGATTCGCTATGGCATGGTGGCACACATTGTGCGCT GAAGGTGGTGATCAGTTCGGTGGCGGAACAAAGCAATTCCCATGGAATGGTAATG CAGATGCTATACAGGCAGCAAAAGATAAGATGGATGCAGGATTTGAATTCATGCAG AAGATGGGTATCGAATACTATTGCTTCCATGACGTAGACTTGGTTTCGGAAGGTGC CAGTGTAGAAGAATACGAAGCTAACCTGAAAGAAATCGTAGCTTATGCAAAACAGA AACAGGCAGAAACCGGTATCAAACTACTGTGGGGTACTGCTAATGTATTCGGTCA CGCCCGCTATATGAAC (SEQ ID NO: 98) Bacillus ATGGCTTATTTTCCGAATATCGGCAAGATTGCGTATGAAGGGCCGGAGTCGCGCA stearothermophilus ATCCGTTGGCGTTTAAGTTTTATAATCCAGAAGAAAAAGTCGGCGACAAAACAATG GAGGAGCATTTGCGCTTTTCAGTGGCCTATTGGCATACGTTTACGGGGGATGGGT CGGATCCGTTTGGCGTCGGCAATATGATTCGTCCATGGAATAAGTACAGCGGCAT GGATCTGGCGAAGGCGCGCGTCGAGGCGGCGTTTGAGCTGTTTGAAAAGCTGAA CGTTCCGTTTTTCTGCTTCCATGACGTCGACATCGCGCCGGAAGGGGAAACGCTC AGCGAGACGTACAAAAATTTGGATGAAATTGTCGATATGATTGAAGAATACATGAA AACAAGCAAAACGAAGCTGCTTTGGAATACGGCGAACTTGTTCAGCCATCCGCGC TTCGTTCAC (SEQ ID NO: 99) Bacillus uniformis ATGGCTACCAAGGAATACTTCCCAGGTATTGGTAAGATCAAATTCGAAGGTAAGGA ATCCAAGAACCCAATGGCCTTCAGATACTACGATGCTGACAAGGTTATCATGGGTA AGAAGATGTCTGAATGGTTAAAGTTCGCTATGGCTTGGTGGCATACCTTGTGTGCT GAAGGTGGTGACCAATTCGGTGGTGGTACCAAGAAATTCCCATGGAACGGTGAAG CTGACAAGGTCCAAGCTGCTAAGAACAAGATGGACGCTGGTTTCGAATTTATGCAA AAGATGGGTATTGAATACTACTGTTTCCACGATGTTGACTTGTGTGAAGAAGCTGA AACCATCGAAGAATACGAAGCTAACTTGAAGGAAATTGTTGCTTACGCTAAGCAAA AGCAAGCTGAAACTGGTATCAAGCTATTATGGGGTACTGCTAACGTCTTTGGTCAT GCCAGATACATGAAC (SEQ ID NO: 100) Clostridium cellulolyticum ATGTCAGAAGTATTTAGCGGTATTTCAAACATTAAATTTGAAGGAAGCGGGTCAGA TAATCCATTAGCTTTTAAGTACTATGACCCTAAGGCAGTTATCGGCGGAAAGACAA TGGAAGAACATCTGAGATTCGCAGTTGCCTACTGGCATACTTTTGCAGCACCAGGT GCTGACATGTTCGGTGCAGGATCATATGTAAGACCTTGGAATACAATGTCCGATCC TCTGGAAATTGCAAAATACAAAGTTGAAGCAAACTTTGAATTCATTGAAAAGCTGG GAGCACCTTTCTTCGCTTTCCATGACAGGGATATTGCTCCTGAAGGCGACACACTC GCTGAAACAAATAAAAACCTTGATACAATAGTTTCAGTAATTAAAGATAGAATGAAA TCCAGTCCGGTAAAGTTATTATGGGGAACTACAAATGCTTTCGGAAACCCAAGATT TATGCAT (SEQ ID NO: 101) Ruminococcus ATGGAATTTTTCAAGAACATAAGCAAGATCCCTTACGAGGGCAAGGACAGCACAAA flavefaciens FD1 TCCTCTCGCATTCAAGTACTACAATCCTGATGAGGTAATTGACGGCAAGAAGATGC GTGACATTATGAAGTTTGCTCTCTCATGGTGGCATACAATGGGCGGCGACGGAAC AGATATGTTCGGCTGCGGTACAGCTGACAAGACATGGGGCGAAAATGATCCTGCT GCAAGAGCTAAGGCTAAGGTTGACGCAGCTTTCGAGATCATGCAGAAGCTCTCTA TCGATTACTTCTGTTTCCACGACCGTGATCTTTCTCCTGAGTACGGCTCACTGAAG GACACAAACGCTCAGCTGGACATCGTTACAGATTACATCAAGGCTAAGCAGGCTG AGACAGGTCTCAAGTGCCTCTGGGGTACAGCTAAGTGCTTCGATCACCCAAGATT CATGCAC (SEQ ID NO: 102) Ruminococcus 18P13 ATGAGCGAATTTTTTACAGGCATTTCAAAGATCCCCTTTGAGGGAAAGGCATCCAA CAATCCCATGGCGTTCAAGTACTACAACCCGGATGAGGTCGTAGGCGGCAAGACC ATGCGGGAGCAGCTGAAGTTTGCGCTGTCCTGGTGGCATACTATGGGGGGAGAC GGTACGGACATGTTTGGTGTGGGTACCACCAACAAGAAGTTCGGCGGAACCGATC CCATGGACATTGCTAAGAGAAAGGTAAACGCTGCGTTTGAGCTGATGGACAAGCT GTCCATCGATTATTTCTGTTTCCACGACCGGGATCTGGCGCCGGAGGCTGATAAT CTGAAGGAAACCAACCAGCGTCTGGATGAAATCACCGAGTATATTGCACAGATGA TGCAGCTGAACCCGGACAAGAAGGTTCTGTGGGGTACTGCAAATTGCTTCGGCAA TCCCCGGTATATGCAT (SEQ ID NO: 103) Clostriales genomosp ATGAAATTTTTTGAAAATGTCCCTAAGGTAAAATATGAGGGAAGCAAGTCTACCAA BVAB3 str UPII9-5 CCCGTTTGCATTTAAGTATTACAATCCTGAAGCGGTGATTGCCGGTAAAAAAATGA AGGATCACCTGAAATTCGCGATGTCCTGGTGGCACACCATGACGGCGACCGGGC AAGACCAGTTCGGTTCGGGGACGATGAGCCGAATATATGACGGGCAAACTGAACC GCTGGCCTTGGCCAAAGCCCGAGTGGATGCGGCTTTCGATTTCATGGAAAAATTA AATATCGAATATTTTTGTTTTCATGATGCCGACTTGGCTCCAGAAGGTAACAGTTTG CAGGAACGCAACGAAAATTTGCAGGAAATGGTGTCTTACCTGAAACAAAAGATGG CCGGAACTTCGATTAAGCTTTTATGGGGAACCTCGAATTGTTTCAGCAACCCTCGT TTTATGCAC (SEQ ID NO: 104)

The first 10 amino acids (30 bp) of XI-R was replaced with the 5′ edge from the xylose isomerase genes presented in the table above using a single oligonucleotide in a PCR reaction, described herein. The oligonucleotides used for the PCR reactions are shown in the table below. The last 2 oligonucleotides were used as 3′ oligonucleotides to amplify each resulting chimeric molecule with or without a c-terminal 6-HIS tag (SEQ ID NO: 138).

Oligonucleotide sequence Name (SEQ ID NOS 361-370 and 373-374, respectively, in order of appearance) KAS/5-XR_Cp10 ACTAGTAAAAAATGAAAAATTACTTTCCAAATGTTCCAGAAGTACAGTATCAGGGACCAAAAAG KAS/5-XR-O10 ACTAGTAAAAAATGACTAAGGAATATTTCCCAACTATCGGCAAGATTCAGTATCAGGGACCAAAA AG KAS/5-XR-Cth10 ACTAGTAAAAAATGGAATACTTCAAAAATGTACCACAAATAAAACAGTATCAGGGACCAAAAAG KAS/5-XR-Bth10 ACTAGTAAAAAATGGCAACAAAAGAATTTTTTCCGGGAATTGAAAAGATTCAGTATCAGGGACCA AAAAG KAS/5-XR-Bst10 ACTAGTAAAAAATGGCTTATTTTCCGAATATCGGCAAGATTCAGTATCAGGGACCAAAAAG KAS/5-XR- ACTAGTAAAAAATGGCTACCAAGGAATACTTCCCAGGTATTGGTAAGATCCAGTATCAGGGACC Bun10 AAAAAG KAS/5-XR- ACTAGTAAAAAATGTCAGAAGTATTTAGCGGTATTTCAAACATTCAGTATCAGGGACCAAAAAG Cce10 KAS/5-XR-RF10 ACTAGTAAAAAATGGAATTTTTCAAGAACATAAGCAAGATCCAGTATCAGGGACCAAAAAG KAS/5-XR- ACTAGTAAAAAATGAGCGAATTTTTTACAGGCATTTCAAAGATCCAGTATCAGGGACCAAAAAG 18P10 KAS/5-XR-BV10 ACTAGTAAAAAATGAAATTTTTTGAAAATGTCCCTAAGGTACAGTATCAGGGACCAAAAAG KAS/3-XI-RF- CTCGAGTTACAGACTGAAAAGAACGTTATTTACG NATIVE KAS/3-XI-RF- CTCGAGTTAGTGATGGTGGTGGTGATGCAGACTGAAAAGAACGTTATTTACG NATIVE-HISb

Each new PCR product was TOPO cloned using a pCR Blunt II vector (Invitrogen), verified by sequencing and subcloned into p426GPD, also as described herein. The resulting plasmids were transformed into BY4742 (S. cerevisiae) and selected on SCD-ura medium. Assays to detect levels of expressed xylose isomerase were performed as described herein.

Results

Each of the new chimeric genes was evaluated for expression against the native Ruminococcus xylose isomerase gene. Each chimeric variant (e.g., 5′ end of an alternate XI donor gene attached to the Ruminococcus acceptor gene) was evaluated under saturating xylose conditions (e.g., 500 mM), using 20 mg crude extract. The assays were repeated several times and the results are presented graphically in FIG. 21. As shown in FIG. 21, the 5′ edge of 4 of the 10 genes tested showed increased expression in yeast, with respect to the native Ruminococcus xylose isomerase control. The 5′ edges (e.g., 5′ ends) that showed increased expression or improved the activity of the Ruminococcus xylose isomerase gene were from Orpinomyces, Bacteroides thetaiotaomicron, Bacillus stearothermophilus, and B. uniformis. These results suggest that exchanging the 5′ edge of a xylose isomerase gene with low expression and/or activity for the 5′ edge of a different xylose isomerase gene can be used as a method to improve the activity and/or expression of xylose isomerase genes when expressed in eukaryotes such as yeast. 5′ edge nucleic acid sequences that can improve activity or expression are not necessarily associated with native xylose isomerase genes that themselves show high levels of expressions. Therefore, these results also suggest that an “ideal” chimera can be created for organism specific expression of xylose isomerase, using the method described herein with routine levels of experimentation to determine the best 5′ edges and best acceptor gene combinations for a specific organism.

The top 4 chimeric variants (e.g., new 5′ edges combined with the Ruminococcus xylose isomerase acceptor gene) were further analyzed using a full kinetic assay using varying xylose concentrations ranging from about 40 mM to about 500 mM. The results are presented in the table below.

Km Specific Activity Samples (M − 1) mmol min-1 mg-1 XI-R native 75.03 2.171 XI-R O10 (BF 1754) 75.04 4.817 XI-R Bth10 (BF 1755) 66.70 4.185 XI-R Bst10 (BF 1756) 70.86 4.383 XI-R Bun10 (BF 1757) 90.14 5.000

These results demonstrate that each of these 5′ edge replacements confers increased activity to the native XI-R enzyme, with the XI-R-Bun10 enzyme being the most active. The results of western blots are presented in FIG. 22. The western blot analysis presented in FIG. 22 shows the levels of expression of each chimeric construct in total crude extract and the soluble portion of the crude extract. The results of the western blot analysis are in good agreement with the results of the kinetic assays. G179A mutations, similar to those generated in the Ruminococcus native and chimeric genes described herein, are being generated for the 4 alternate 5′ edge chimeras described in this example.

Example 29 Increased Expression of Ribulose-5-phosphate ketol-isomerase and Ribulose-5-phosphate-3-epimerase

Ribulose-5-phosphate ketol-isomerase (RKI1) and ribulose-5-phosphate-3-epimerase (RPE1) catalyze reactions in the non-oxidative portion of the Pentose Phosphate pathway. Ribulose-5-phosphate ketol-isomerase catalyzes the interconversion of ribulose-5-phosphate and ribose-5-phosphate. Ribulose-5-phosphate-3-epimerase catalyzes the interconversion of ribulose-5-phosphate to xylulose-5-phosphate. Increasing the activity of one or both of these enzymes can lead to increased ethanol production. Ribulose-5-phosphate ketol-isomerase activity and ribulose-5-phosphate-3-epimerase activity each can be independently provided by a peptide. In some embodiments, the polypeptide is encoded by a heterologous nucleotide sequence introduced to a host microorganism. Nucleic acid sequences conferring Ribulose-5-phosphate ketol-isomerase activity and ribulose-5-phosphate-3-epimerase activity can be obtained from a number of sources, including, but not limited to S. cerevisiae, including but not limited to Kluyveromyces, Pichia, Escherichia, Bacillus, Ruminococcus, Schizosaccharomyces, and Candida.

Examples of an amino acid sequence of a polypeptide having ribulose-5-phosphate ketol-isomerase activity or ribulose-5-phosphate-3-epimerase activity, and a nucleotide sequence of a polynucleotide that encodes the respective polypeptide, are presented below. Increased activity of Ribulose-5-phosphate ketol-isomerase and Ribulose-5-phosphate-3-epimerase can be achieved using any suitable method. Non-limiting examples of methods suitable for adding, amplifying or over expressing ribulose-5-phosphate ketol-isomerase activity, ribulose-5-phosphate-3-epimerase activity, or ribulose-5-phosphate ketol-isomerase activity and ribulose-5-phosphate-3-epimerase activity include amplifying the number of RKI1 and/or RPE1 gene(s) in yeast following transformation with a high-copy number plasmid (e.g., such as one containing a 2 uM origin of replication), integration of multiple copies of RKI1 and/or RPE1 gene(s) into the yeast genome, over-expression of the RKI1 and/or RPE1 gene(s) directed by a strong promoter, the like or combinations thereof. Presence, absence or amount of 6-phosphogluconolactonase activity can be detected by any suitable method known in the art, including nucleic acid based analysis and western blot analysis.

RKI1 nucleotide sequence (SEQ ID NO: 417) ATGGCTGCCGGTGTCCCAAAAATTGATGCGTTAGAATCTTTGGGCAATCCTTTGGAGGAT GCCAAGAGAGCTGCAGCATACAGAGCAGTTGATGAAAATTTAAAATTTGATGATCACAAA ATTATTGGAATTGGTAGTGGTAGCACAGTGGTTTATGTTGCCGAAAGAATTGGACAATAT TTGCATGACCCTAAATTTTATGAAGTAGCGTCTAAATTCATTTGCATTCCAACAGGATTC CAATCAAGAAACTTGATTTTGGATAACAAGTTGCAATTAGGCTCCATTGAACAGTATCCT CGCATTGATATAGCGTTTGACGGTGCTGATGAAGTGGATGAGAATTTACAATTAATTAAA GGTGGTGGTGCTTGTCTATTTCAAGAAAAATTGGTTAGTACTAGTGCTAAAACCTTCATT GTCGTTGCTGATTCAAGAAAAAAGTCACCAAAACATTTAGGTAAGAACTGGAGGCAAGGT GTTCCCATTGAAATTGTACCTTCCTCATACGTGAGGGTCAAGAATGATCTATTAGAACAA TTGCATGCTGAAAAAGTTGACATCAGACAAGGAGGTTCTGCTAAAGCAGGTCCTGTTGTA ACTGACAATAATAACTTCATTATCGATGCGGATTTCGGTGAAATTTCCGATCCAAGAAAA TTGCATAGAGAAATCAAACTGTTAGTGGGCGTGGTGGAAACAGGTTTATTCATCGACAAC GCTTCAAAAGCCTACTTCGGTAATTCTGACGGTAGTGTTGAAGTTACCGAAAAGTGA RKI1 amino acid sequence (SEQ ID NO: 418) LHDPKFYEVASKFICIPTGFQSRNLILDNKLQLGSIEQYPRIDIAFDGADEVDENLQLIK GGGACLFQEKLVSTSAKTFIVVADSRKKSPKHLGKNWRQGVPIEIVPSSYVRVKNDLLEQ LHAEKVDIRQGGSAKAGPVVTDNNNFIIDADFGEISDPRKLHREIKLLVGVVETGLFIDN ASKAYFGNSDGSVEVTEK RPE1 nucleotide sequence (SEQ ID NO: 419) ATGGTCAAACCAATTATAGCTCCCAGTATCCTTGCTTCTGACTTCGCCAACTTGGGTTGC GAATGTCATAAGGTCATCAACGCCGGCGCAGATTGGTTACATATCGATGTCATGGACGGC CATTTTGTTCCAAACATTACTCTGGGCCAACCAATTGTTACCTCCCTACGTCGTTCTGTG CCACGCCCTGGCGATGCTAGCAACACAGAAAAGAAGCCCACTGCGTTCTTCGATTGTCAC ATGATGGTTGAAAATCCTGAAAAATGGGTCGACGATTTTGCTAAATGTGGTGCTGACCAA TTTACGTTCCACTACGAGGCCACACAAGACCCTTTGCATTTAGTTAAGTTGATTAAGTCT AAGGGCATCAAAGCTGCATGCGCCATCAAACCTGGTACTTCTGTTGACGTTTTATTTGAA CTAGCTCCTCATTTGGATATGGCTCTTGTTATGACTGTGGAACCTGGGTTTGGAGGCCAA AAATTCATGGAAGACATGATGCCAAAAGTGGAAACTTTGAGAGCCAAGTTCCCCCATTTG AATATCCAAGTCGATGGTGGTTTGGGCAAGGAGACCATCCCGAAAGCCGCCAAAGCCGGT GCCAACGTTATTGTCGCTGGTACCAGTGTTTTCACTGCAGCTGACCCGCACGATGTTATC TCCTTCATGAAAGAAGAAGTCTCGAAGGAATTGCGTTCTAGAGATTTGCTAGATTAG RPE1 amino acid sequence (SEQ ID NO: 420) MVKPIIAPSILASDFANLGCECHKVINAGADWLHIDVMDGHFVPNITLGQPIVTSLRRSV PRPGDASNTEKKPTAFFDCHMMVENPEKWVDDFAKCGADQFTFHYEATQDPLHLVKLIKS KGIKAACAIKPGTSVDVLFELAPHLDMALVMTVEPGFGGQKFMEDMMPKVETLRAKFPHL NIQVDGGLGKETIPKAAKAGANVIVAGTSVFTAADPHDVISFMKEEVSKELRSRDLLD

Example 30 Xylulokinase Over Expression

As described herein, metabolism of xylose as a carbon source, either by xylose isomerase or the combination of xylose reductase and xylitol dehydrogenase, produces xylulose, which must be phosphorylated to enter the pentose phosphate pathway. Increased ethanol fermentation via the over expression of xylose isomerase or xylose reductase and xylitol dehydrogenase also may be further enhanced by the over expression of xylulokinase, in some embodiments. Presented herein are the nucleotide and amino acid sequence of the S. cerevisiae xylulokinase (XKS1) gene. The activity of xylulokinase was increased using methods described herein (e.g., strong promoter, multiple copies, the like and combinations thereof). The XKS1 gene of S. cerevisiae is functionally similar to the XYL3 gene of Pichia stipitis.

XKS1 (SEQ ID NO: 421) ATGTTGTGTTCAGTAATTCAGAGACAGACAAGAGAGGTTTCCAACACAATGTCTTTAGAC TCATACTATCTTGGGTTTGATCTTTCGACCCAACAACTGAAATGTCTCGCCATTAACCAG GACCTAAAAATTGTCCATTCAGAAACAGTGGAATTTGAAAAGGATCTTCCGCATTATCAC ACAAAGAAGGGTGTCTATATACACGGCGACACTATCGAATGTCCCGTAGCCATGTGGTTA GAGGCTCTAGATCTGGTTCTCTCGAAATATCGCGAGGCTAAATTTCCATTGAACAAAGTT ATGGCCGTCTCAGGGTCCTGCCAGCAGCACGGGTCTGTCTACTGGTCCTCCCAAGCCGAA TCTCTGTTAGAGCAATTGAATAAGAAACCGGAAAAAGATTTATTGCACTACGTGAGCTCT GTAGCATTTGCAAGGCAAACCGCCCCCAATTGGCAAGACCACAGTACTGCAAAGCAATGT CAAGAGTTTGAAGAGTGCATAGGTGGGCCTGAAAAAATGGCTCAATTAACAGGGTCCAGA GCCCATTTTAGATTTACTGGTCCTCAAATTCTGAAAATTGCACAATTAGAACCAGAAGCT TACGAAAAAACAAAGACCATTTCTTTAGTGTCTAATTTTTTGACTTCTATCTTAGTGGGC CATCTTGTTGAATTAGAGGAGGCAGATGCCTGTGGTATGAACCTTTATGATATACGTGAA AGAAAATTCAGTGATGAGCTACTACATCTAATTGATAGTTCTTCTAAGGATAAAACTATC AGACAAAAATTAATGAGAGCACCCATGAAAAATTTGATAGCGGGTACCATCTGTAAATAT TTTATTGAGAAGTACGGTTTCAATACAAACTGCAAGGTCTCTCCCATGACTGGGGATAAT TTAGCCACTATATGTTCTTTACCCCTGCGGAAGAATGACGTTCTCGTTTCCCTAGGAACA AGTACTACAGTTCTTCTGGTCACCGATAAGTATCACCCCTCTCCGAACTATCATCTTTTC ATTCATCCAACTCTGCCAAACCATTATATGGGTATGATTTGTTATTGTAATGGTTCTTTG GCAAGGGAGAGGATAAGAGACGAGTTAAACAAAGAACGGGAAAATAATTATGAGAAGACT AACGATTGGACTCTTTTTAATCAAGCTGTGCTAGATGACTCAGAAAGTAGTGAAAATGAA TTAGGTGTATATTTTCCTCTGGGGGAGATCGTTCCTAGCGTAAAAGCCATAAACAAAAGG GTTATCTTCAATCCAAAAACGGGTATGATTGAAAGAGAGGTGGCCAAGTTCAAAGACAAG AGGCACGATGCCAAAAATATTGTAGAATCACAGGCTTTAAGTTGCAGGGTAAGAATATCT CCCCTGCTTTCGGATTCAAACGCAAGCTCACAACAGAGACTGAACGAAGATACAATCGTG AAGTTTGATTACGATGAATCTCCGCTGCGGGACTACCTAAATAAAAGGCCAGAAAGGACT TTTTTTGTAGGTGGGGCTTCTAAAAACGATGCTATTGTGAAGAAGTTTGCTCAAGTCATT GGTGCTACAAAGGGTAATTTTAGGCTAGAAACACCAAACTCATGTGCCCTTGGTGGTTGT TATAAGGCCATGTGGTCATTGTTATATGACTCTAATAAAATTGCAGTTCCTTTTGATAAA TTTCTGAATGACAATTTTCCATGGCATGTAATGGAAAGCATATCCGATGTGGATAATGAA AATTGGGATCGCTATAATTCCAAGATTGTCCCCTTAAGCGAACTGGAAAAGACTCTCATC TAA XKS1 amino acid sequence (SEQ ID NO: 422) MLCSVIQRQTREVSNTMSLDSYYLGFDLSTQQLKCLAINQDLKIVHSETVEFEKDLPHYH TKKGVYIHGDTIECPVAMWLEALDLVLSKYREAKFPLNKVMAVSGSCQQHGSVYWSSQAE SLLEQLNKKPEKDLLHYVSSVAFARQTAPNWQDHSTAKQCQEFEECIGGPEKMAQLTGSR AHFRFTGPQILKIAQLEPEAYEKTKTISLVSNFLTSILVGHLVELEEADACGMNLYDIRE RKFSDELLHLIDSSSKDKTIRQKLMRAPMKNLIAGTICKYFIEKYGFNTNCKVSPMTGDN LATICSLPLRKNDVLVSLGTSTTVLLVTDKYHPSPNYHLFIHPTLPNHYMGMICYCNGSL ARERIRDELNKERENNYEKTNDWTLFNQAVLDDSESSENELGVYFPLGEIVPSVKAINKR VIFNPKTGMIEREVAKFKDKRHDAKNIVESQALSCRVRISPLLSDSNASSQQRLNEDTIV KFDYDESPLRDYLNKRPERTFFVGGASKNDAIVKKFAQVIGATKGNFRLETPNSCALGGC YKAMWSLLYDSNKIAVPFDKFLNDNFPWHVMESISDVDNENWDRYNSKIVPLSELEKTLI

Example 31 Construction of the KanMX-ATβ1-L75Q Cassette

A unique disruption cassette suitable for use when auxotrophic markers are unavailable, such as in diploid industrial strains or haploids derived from such strains, was constructed to allow homologous recombination or integration of sequences in the absence of traditional auxotrophic marker selection. The primers used for amplification of nucleic acids utilized to generate the disruption cassette are described in the table below.

(Table discloses SEQ ID NOS 423-441, respectively, in order of appearance) JML/51 ACTAGTATGTCTGACAAGGAACAAACGAGC 5′ScAto1SpeI JML/52 CTCGAGTTAAAAGATTACCCTTTCAGTAGATGGTAATG 3′ScAto1XhoI JML/55 caagcctttggtggtacccagaatccagggttagctcc ScATO(L75Q)_For JML/56 ggagctaaccctggattctgggtaccaccaaaggcttg ScATO(L75Q)_Rev JML/57 ggtacaacgcatatgcagatgttgctacaaagcagaa ScATO1G259D_For JML/58 ttctgctttgtagcaacatctgcatatgcgttgtacc ScATO1G259D_Rev JML/59 GACGACGTCTAGAAAAGAATACTGGAGAAATGAAAAGAAAAC ReplacesJML/30 JML/63 GCATGCTTAATTAATGCGAGGCATATTTATGGTGAAGG F′of5′FlankingRegionof ScURA3 JML/64 GGCCGGCCAGATCTGCGGCCGCGGCCAGCAAAACTAAAAAAC F′of3′FlankingRegionof TGTATTATAAG ScURA3 JML/65 GCGGCCGCAGATCTGGCCGGCCGATTTATCTTCGTTTCCTGC R′of5′FlankingRegionof AGGTTTTTG ScURA3 JML/66 GAATTCTTAATTAACTTTTGTTCCACTACTTTTTGGAACTCT R′of3FlankingRegionofSc TG URA3 JML/67 GCATGCGCGGCCGCACGTCGGCAGGCCCG F′200mer-R JML/68 CGAAGGACGCGCGACCAAGTTTATCATTATCAATACTCGCCA F′200mer-R-pGPD-ATO1- TTTC CYC JML/69 GAAATGGCGAGTATTGATAATGATAAACTTGGTCGCGCGTCC R′pGPD-ATO1-CYC- TTCG 200mer-R JML/70 GTCGACCCGCAAATTAAAGCCTTCGAGC R-pGPD-ATO1-CYC JML/71 GTCGACGTACCCCCGGGTTAATTAAGGCG F-KanMX JML/72 GTCGAAAACGAGCTCGAATTCGACGTCGGCAGGCCCG F-KanMX-200mer-R JML/73 CGGGCCTGCCGACGTCGAATTCGAGCTCGTTTTCGAC R-200mer-R-KanMX JML/74 GGATCCGCGGCCGCTGGTCGCGCGTCCTTCG R-200mer-R

ScATO1 was amplified from genomic DNA (gDNA) isolated from BY4742 with primers oJML51 and oJML52 and cloned into pCR Blunt II-TOPO (Invitrogen, Carlsbad, Calif.). Site Directed Mutagenesis (SDM) was performed on that plasmid with oJML55 and oJML56, as described herein. The mutagenized clone was re-amplified with primers oJML51 and oJML52 and cloned into pCR Blunt II-TOPO (Invitrogen, Carlsbad, Calif.), and designated ATO1-L75Q. A TO1-L75Q was subcloned into p416GPD using SpeIIXhoI restriction enzyme sites. The resulting plasmid was designated pJLVO48.

The 5′ and 3′ flanking regions of URA3 were amplified via PCR of the 5′ regions with primers oJML63 and oJML65, the 3′ region with primers oJML64 and oJML66. The amplified nucleic acids were annealed and re-amplified with oligonucleotides oJML63 and oJML66. The template used was TURBO gDNA. The PCR product was Topo cloned into pCR-Blunt II. The desired sequence was moved as an EcoRI-SphI fragment into vector pUC19 and designated pJLV63.

The R-KanMX fragment was made as follows: The KANMX fragment was first amplified from pBF524 with primers oJML71 and oJML73. The R-200-mer from plasmid pBF32 was then amplified using primers oJML72 and oJML74. The two fragments were annealed together and PCR amplified using primers oJML67 and oJML70 and topo cloned using pCR-Blunt II. The final plasmid construct was designated pJLV062. The R-P_(TDH3)-ATO1-L75Q construct was generated by amplifying a mixture of PCR oJML67-oJM L69 (pBF32)+PCR oJML68-oJML70 (pJLVO48). The resulting plasmid was designated pJLV065. The R-PT_(DH3)-ATO1 L75Q (SalI/SphI) fragment from pJLV065 was ligated in a 3 piece ligation to the SalI/BamHIH(R-KanMX) fragment from pJLV063 into the BamHI/SphI site of pUC19. The entire R-KanMX-P_(TDH3)-ATO1-L75Q-R fragment was ligated as a NotI piece into the NotI site of pJLV63 and designated pJLV74. The letter “R” with reference to nucleic acid fragments, primers, plasmids and unique 200-mer sequence tags, refers to a unique 200-mer tag identification number. The unique sequence tags are described in Example 40. A table describing the intermediate and final plasmids is presented below.

pJLV0035 pBF493 pCR-Topo BluntII - ScATO1 PCR oJML51, oJML52 (SDM L75Q oJML55, oJML56 (Clone of ScATO1 Not Kept) pJLV0048 pBF506 pRS416-ProGPD-ScATO1 XhoI-SpeI (pRAS416-GPD) + XhoI- L75Q SpeI (pJLV035) pJLV0061 pBF604 pCR-Topo BluntII-5′ + 3′ PCR oJML63, oJML66 (PCR oJML63, oJML65 ScURA3 gDNA ScTURBO + PCR oJML64, oJML66 gDNA ScTURBO) pJLV0062 pBF605 pCR-Topo BluntII-KanMX- PCR oJML71-oJML74 (PCR oJML71, oJML73 200m-448 pBF524 + PCR oJML72, oJML74 pBF32) pJLV0063 pBF606 pUC19-5 + 3′ ScURA3 EcoR1-SphI (pJLV0061) + EcoR1- SphI (pUC19) pJLV0065 pBF608 pCR-Topo BluntII - 200m448- PCR oJML67-oJML70 (PCR oJML67-oJML59 ProGDP-ScATO1 L75Q (pBF32) + PCR oJML68-oJML70 (pJLV048)) pJLV0070 pBF650 pUC19-200m448-ProGDP- SalI/SphI (pJLV0065) + BamHI/SalI ScATO1 L75Q - KanMX- (pJLV0062) + SphI/BamHI (pUC19) 200m448 pJLV0074 pBF654 pUC19-5′ URA3-200m448- NotI (pJLV070) + NotI (pJLV063) ProGDP-ScATO1 L75Q- KanMX-200m448-3′ URA3

Example 32 Construction of the ura3 Disruptions in Each Haploid

Haploid yeast strains were transformed with 2 to 3 μg of a PvuII, SphI digested ura3::R-KanMX-ATO1-L75Q-R disruption cassette using the high-efficiency Li-PEG procedure with a heat shock time of 8 minutes. Transformants were plated on YPD plus G418 (200 μg/ml) plates. Colonies were re-streaked onto ScD FOA plates. Single colonies were replica plated on ScD-ura, ScD+FOA, YPD, and YPD G418 200 μg/ml plates. Ura-FOA^(R) G418^(R) colonies were grown overnight in YPD. Genomic DNA was extracted and the presence of the KanMX-ATO1-L75Q gene in the URA3 loci was verified by PCR. 50 μl of each overnight culture was plated on ScD Acetate (2 g/L), pH 4.0, plates. Colonies were restreaked on ScD Acetate plates and single colonies grown overnight in YPD. Disruptions of the URA3 loci were verified by PCR with primers complementary to a region outside of the flanking region used for the disruption. The presence of the unique 200-mer sequence was verified by PCR with primers complementary to the 200-mer in combination with primers complementary to a region outside of the flanking region used for the disruption. The absence of the URA3 loci was verified by PCR that amplifies a 500 bp region of the Actin gene open reading frame and a 300 bp region of the URA3 open reading frame. The primers utilized for amplification and verification are presented, respectively, in the tables below.

Primers used for amplification of URA and Actin (SEQ ID NOS 442-445, respectively, in order of appearance)

JML/211 GAGGGCACAGTTAAGCCGCTAAAGG URA3 JML/212 GTCAACAGTACCCTTAGTATATTCTCCAGTAGCTAGG URA3 GAG JML/213 CGTTACCCAATTGAACACGGTATTGTCAC ACT1 JML/214 GAAGATTGAGCAGCGGTTTGCATTTC ACT1

Primers used to verify the presence or absence of URA3 (SEQ ID NOS 434, 441 and 446-447, respectively, in order of appearance)

JML/67 GCATGCgcggccgcACGTCGGCAGGCCCG F′200mer-R JML/74 GGATCCgcggccgcTGGTCGCGCGTCCTTCG R-200mer-R JML/102 gagtcaaacgacgttgaaattgaggctactgc PCRtoverifydisruptionofURA3 JML/103 GATTACTGCTGCTGTTCCAGCCCATATCCAAC PCRtoverifydisruptionofURA3

Example 33 EDA Gene Integration Method and Constructs

Plasmid DNA was digested with PacI using manufacturers suggestions. The digestions were purified using the GeneJET™ Gel Extraction Kit I (Fermentas). Each column was eluted with 20 μl of Elution buffer and multiple digests were combined. S. cerevisiae was transformed using the high-efficiency Li-PEG procedure with 2 to 3 μg of DNA and transformants were selected on ScD-ura solid media. Correct integrations were confirmed by PCR analysis with primers outside the flanking regions used as the disruption cassette and primers complementary to either the open reading frame of EDA or the 200-mer repeat. Oligonucleotide primers utilized for verification are described in the tables below.

Primers—Outside (SEQ ID NOS 448-451, respectively, in order of appearance)

YBR110.5 5′ GGCAATCAAATTGGGAACGAACAATG JML/187 3′ CTCAAGGTATCCTCATGGCCAAGCAATAC JML/188 YDL075.5 5′ GGGTCTACAAACTGTTGTTGTCGAAGAA JML/189 GATG 3′ CATTCAGTTCCAATGATTTATTGACAGT JML/190 GCAC

Primers—Repeat and EDA going out (SEQ ID NOS 452-454, respectively, in order of appearance)

JML/276 CCTACCCGCCTCGGATCCCAGCTACC R-repeat JML/277 GGTAGCTGGGATCCGAGGCGGGTAGG R-repeat JML/278 CCTCCCGGCACAGCGTGTCGATGC R at the 5′EDA

PaEDA going out and similar primers for EcEDA (SEQ ID NOS 455-457, respectively, in order of appearance)

JML/297 CGAAGCCCTGGAGCGCTTCGC PCR for PaEDA going out at the 3′ of the ORF JML/298 GTGGTCAGGATTGATTCTG PCR for EcEDA Reverse CACTTGTTTTCCAG at the 5′ end JML/299 CGCGTGAAGCTGTAGAAGGC PCR for EcEDA Forward GCTAAG at the 3′ end

The PCR reactions were performed in a final reaction volume of 25 μl using the following amplification profile; 1 cycle at 94 degrees C. for 2 minutes, followed by 35 cycles of 94 degrees C. for 30 seconds, 52 degrees C. for 30 second and 72 degrees C. for 2 minutes.

Construction of EDA Disruption Cassettes

P_(TDH3)-PaEDA was amplified from pBF292 using primers oJML225 and oJML226, shown in the table below and Topo cloned in pCR Blunt II to make pJLV95. (SEQ ID NOS 458-459, respectively, in order of appearance)

JML/225 GAGCTCGGCCGCAAATTAAAGCCTT 3′cyCTERMINATOR CGAG JML/226 GGCCGGCCGTTTATCATTATCAATA 5′PROMOTERgpd CTCGCCATTTCAAAGAATACG

The desired fragment was moved as a FseI-SacI piece into pBF730 or pBF731 (the integration cassette of either YBR110.5 or YDL075.5, respectively) to make plasmids pJLV114 and pJLV115, respectively. YBR110.5 is located inbetween loci YBR110 and YBR111, and YDL075.5 is located in between loci YDL075 and YDL076. The R-URA3-R sequence was moved into these plasmids as a NotI fragment to make pJLV119 and pJLV120. The resultant plasmids are described in the table below.

pJLV0095 pBF777 pCR-Topo BluntII - PaEDA PCR oJML225-oJML226 (pBF292) pJLV0114 pBF862 pUC19-5′-YBR110.5-PGDP1-PaEDA- FseI-SacI (pBF730) + FseI- TCYC-3′YBR110.5 SacI (pJLV95) pJLV0115 pBF863 pUC19-5′-YDL075.5-PGDP1-PaEDA- FseI-SacI (pBF731) + FseI- TCYC-3′YDL075.5 SacI (pJLV95) pJLV0119 pBF867 pUC19-5′-YBR110.5-PGDP1-PaEDA- NotI (pBF742) + NotI (pJLV114) TCYC-R-URA3-R-3′YBR110.5 pJLV0120 pBF868 pUC19-5′-YDL075.5-PGDP1-PaEDA- NotI (pBF742) + NotI (pJLV115) TCYC-R-URA3-R-3′YDL075.5

Example 34 Isolation and Evaluation of Additional EDA Genes

EDA genes isolated from a variety of sources were expressed in yeast and evaluated independently of EDA activity, to identify EDA activities suitable of inclusion in an engineered yeast strain. The EDA activities were was independently assessed by adding saturating amounts of over expressed E. coli EDD extracts to S. cerevisiae EDA extracts lacking EDD (Chemyan et al., Protein Science 16:2368-2377, 2007). The relative activities of EDAs, expressed in S. cerevisiae, were compared and ranked in this way. The activity of integrated EDAs in Thermosacc-Gold haploids, were also evaluated in this manner. The table below describes oligonucleotide primers used to isolate the various EDA genes.

Sequence (SEQ ID NOS 75, 76, 79-80 and 460-473, respectively, in order Name Description of appearance) KA/EDA- Cloning primer for Shewanella GTTCACTGCACTAGTAAAAAAATGCTTGAGAATAACT SoFor oneidensis EDA GGTC KA/EDA- Cloning primer for Shewanella CTTCGAGATCTCGAGTTAAAGTCCGCCAATCGCCTC SoRev oneidensis EDA KA/EDA- Cloning primer for GTTCACTGCACTAGTAAAAAAATGATCGATACTGCCA GoFor Gluconobacter oxydans EDA AACTC KA/EDA- Cloning primer for CTTCGAGATCTCGAGTCAGACCGTGAAGAGTGCCGC GoRev Gluconobacter oxydans EDA KA/EDA- Cloning primer for Bacilluis GTTCACTGCACTAGTAAAAAAATGGTATTGTCACACA BLFor licheniformis EDA TCGAAG KA/EDA- Cloning primer for Bacilluis CTTCGAGATCTCGAGTTACTGTTTTGCTGCTTCAACA BLRev licheniformis EDA AATTG KA/EDA- Cloning primer for Bacillus GTTCACTGCACTAGTAAAAAAATGGAGTCCAAAGTCG BsFor subtilis EDA TTGAAAACC KA/EDA- Cloning primer for Bacillus CTTCGAGATCTCGAGTTACACTTGGAAAACAGCCTGC BsRev subtilis EDA AAATCC KA/EDA- Cloning primer for GTTCACTGCACTAGTAAAAAAATGACAAACCTCGCCC PfFor Pseudomonas fluorescens EDA CGACC KA/EDA- Cloning primer for CTTCGAGATCTCGAGTCAGTCCAGCAGGGCCAGG PfRev Pseudomonas fluorescens EDA KA/EDA- Cloning primer for GTTCACTGCACTAGTAAAAAAATGACACAGAACGAAA PsFor Pseudomonas syringae ATAATCAGCCGC EDA KA/EDA- Cloning primer for CTTCGAGATCTCGAGTCAGTCAAACAGCGCCAGCGC PsRev Pseudomonas syringae EDA KA/EDA- Cloning primer for GTTCACTGCACTAGTAAAAAAATGGCTATTACAAAAG SdFor Saccharaophagus AATTTTTAGCTCCAG degradans EDA KA/EDA- Cloning primer for CTTCGAGATCTCGAGTTAGCTAGAAATTTTAGCGGTA SdRev Saccharaophagus GTTGCC degradans EDA KA/EDA- Cloning primer for GTTCACTGCACTAGTAAAAAAATGACGATTGCCCAGA XaFor Xanthamonas axonopodis CCCAG EDA KA/EDA- Cloning primer for CTTCGAGATCTCGAGTCAGCCCGCCCGCACC XaRev Xanthamonas axonopodis EDA KA/Nde Cloning primer for E. coli GTTCACTGCCATATGAATCCACAATTGTTACGCGTAA IEDDfor EDD CAAATCGAATCATTG KA/Xho Cloning primer for E. coli CTTCGAGATCTCGAGTTAAAAAGTGATACAGGTTGCG IEDDrev EDD CCCTGTTCGGC

Listed below are the amino acid sequences, nucleotide sequences and accession numbers of the EDA genes evaluated as described in this Example.

Accession Strain Amino Acid Number Species Number Nucleotide Sequence Sequence YP_526856.1 Saccharophagus 2-40 ATGGCTATTACAAAAGAATTTTTAGCTCCAGTTGGCGTAATGCCTGT MAITKEFLAPVGVMPVV degradans TGTGGTTGTGGATCGTGTAGAAGATGCGGTGCCTATTACAAACGCAT VVDRVEDAVPITNALKA TAAAAGCCGGCGGTATTAAAGCAGTTGAGATTACTTTACGTACTCCT GGIKAVEITLRTPAALD GCGGCACTGGATGCTATTCGCGCTATTAAAGCTGAGTGTGAAGACAT AIRAIKAECEDILVGVG CCTGGTGGGGGTAGGTACGGTTATTAACCATCAAAACCTTAAAGATA TVINHQNLKDIAAIGVD TTGCTGCAATTGGTGTTGATTTCGCCGTATCTCCTGGTTACACCCCA FAVSPGYTPTLLKQAQD ACATTGCTGAAGCAAGCGCAAGATTTGGGCGTAGAAATGTTGCCTGG LGVEMLPGVTSPSEVML TGTAACTTCGCCTTCTGAAGTTATGCTTGGTATGGAGCTAGGTTTGT GMELGLSCFKLFPAVAV CTTGCTTCAAGCTATTCCCTGCGGTTGCAGTAGGTGGTTTGCCATTA GGLPLLKSIGGPLPQVS CTTAAGTCTATTGGTGGCCCATTACCACAGGTTTCCTTCTGTCCAAC FCPTGGLTIDTFTDFLA AGGCGGTTTGACTATCGATACTTTCACCGACTTCTTGGCATTGCCTA LPNVACVGGTWLVPADA ACGTTGCTTGTGTGGGTGGTACTTGGTTGGTGCCTGCAGATGCTGTT VAAKNWQAITDIAAATT GCAGCTAAAAACTGGCAAGCTATTACTGATATTGCGGCGGCAACTAC AKISS (SEQ ID NO: CGCTAAAATTTCTAGCTAA (SEQ ID NO: 474) 475) Xanthomonas ATCC ATGACGATTGCCCAGACCCAGAACACCGCCGAACAGTTGCTGCGCGA MTIAQTQNTAEQLLRDA axonopodis pv. 13902 TGCCGGCATCTTGCCCGTGGTCACCGTGGACACGCTGGATCAGGCGC GILPVVTVDTLDQARRV Vasculorum GCCGCGTCGCCGATGCGTTGCTCGAAGGCGGCCTGCCCGCGATCGAG ADALLEGGLPAIELTLR CTGACCCTTCGCACGCCAGTGGCGATCGACGCGCTGGCGATGCTCAA TPVAIDALAMLKRELPN GCGCGAGCTTCCTAACATCTTGATCGGTGCCGGCACCGTGCTGAGCG ILIGAGTVLSELQLRQS AATTGCAGCTGCGTCAGTCGGTGGATGCCGGTGCAGACTTCCTGGTG VDAGADFLVTPGTPAPL ACCCCGGGCACGCCGGCGCCGCTGGCGCGCCTGCTGGCGGATGCGCC ARLLADAPIPAVPGAAT GATCCCGGCCGTTCCCGGCGCGGCCACTCCGACCGAGCTGCTGACCT PTELLTLMGLGFRVCKL TGATGGGTCTTGGCTTTCGCGTCTGCAAGCTGTTCCCGGCCACCGCC FPATAVGGLQMLRGLAG GTGGGCGGTCTGCAGATGCTCAGGGGCCTGGCCGGCCCGCTGTCCGA PLSELKLCPTGGISEAN GCTCAAGCTGTGCCCCACCGGCGGCATCAGCGAGGCCAACGCCGCCG AAEFLSQPNVLCIGGSW AGTTCCTGTCGCAGCCGAACGTGCTGTGCATCGGCGGTTCGTGGATG MVPKDWLAHGQWDKVKE GTCCCCAAGGATTGGCTGGCGCACGGCCAATGGGACAAGGTCAAGGA SSAKAAAIVRQVRAG AAGCTCGGCCAAGGCGGCGGCGATCGTGCGGCAGGTGCGGGCGGGCT (SEQ ID NO: 477) GA (SEQ ID NO: 476) AAO55695.1 Pseudomonas Pv. ATGACACAGAACGAAAATAATCAGCCGCTCACCAGCATGGCGAACAA MTQNENNQPLTSMANKI syringiae Tomato GATTGCCCGGATCGACGAACTCTGCGCCAAGGCAAAGATTCTGCCGG ARIDELCAKAKILPVIT str TCATCACCATTGCCCGTGATCAGGACGTATTGCCACTGGCCGACGCG IARDQDVLPLADALAAG DC3000 CTGGCCGCTGGTGGCATGACGGCTCTGGAAATCACCCTGCGCTCGGC GMTALEITLRSAFGLSA GTTCGGACTGAGTGCGATCCGCATTTTGCGCGAGCAGCGCCCAGAGC IRILREQRPELCTGAGT TGTGCACTGGCGCCGGGACCATTCTGGACCGCAAGATGCTGGCCGAC ILDRKMLADAEAAGSQF GCCGAGGCGGCGGGCTCGCAATTCATTGTGACCCCCGGCAGCACGCA IVTPGSTQELLQAALDS GGAACTGTTGCAGGCGGCGCTCGACAGCCCGTTGCCCCTGTTGCCAG PLPLLPGVSSASEIMIG GCGTCAGCAGCGCGTCGGAAATCATGATCGGCTATGCCTTGGGTTAT YALGYRRFKLFPAEISG CGCCGCTTCAAGCTGTTCCCGGCAGAAATCAGCGGCGGTGTGGCAGC GVAAIKALGGPFNEVRF GATCAAGGCCTTGGGCGGGCCTTTCAACGAGGTGCGTTTCTGCCCGA CPTGGVNEQNLKNYMAL CGGGCGGCGTCAACGAGCAGAACCTCAAGAACTACATGGCCTTGCCC PNVMCVGGTWMIDNAWV AACGTCATGTGCGTCGGCGGGACATGGATGATTGATAACGCCTGGGT KNGDWGRIQEATAQALA CAAGAATGGCGACTGGGGCCGCATTCAGGAAGCCACGGCACAGGCGC LFD (SEQ ID NO: TGGCGCTGTTTGACTGA (SEQ ID NO: 478) 479) NP_718073.1 Shewanella MR-1 ATGCTTGAGAATAACTGGTCATTACAACCACAAGATATTTTTAAACG MLENNWSLQPQDIFKRS oneidensis CAGCCCTATTGTTCCTGTTATGGTGATTAACAAGATTGAACATGCGG PIVPVMVINKIEHAVPL TGCCCTTAGCTAAAGCGCTGGTTGCCGGAGGGATAAGCGTGTTGGAA AKALVAGGISVLEVTLR GTGACATTACGCACGCCATGCGCCCTTGAAGCTATCACCAAAATCGC TPCALEAITKIAKEVPE CAAGGAAGTGCCTGAGGCGCTGGTTGGCGCGGGGACTATTTTAAATG ALVGAGTILNEAQLGQA AAGCCCAGCTTGGACAGGCTATCGCCGCTGGTGCGCAATTTATTATC IAAGAQFIITPGATVEL ACTCCAGGTGCGACAGTTGAGCTGCTCAAAGCGGGCATGCAAGGACC LKAGMQGPVPLIPGVAS GGTGCCGTTAATTCCGGGCGTTGCCAGTATTTCCGAGGTGATGACGG ISEVMTGMALGYTHFKF GCATGGCGCTGGGCTACACTCACTTTAAATTCTTCCCTGCTGAAGCG FPAEASGGVDALKAFSG TCAGGTGGCGTTGATGCGCTTAAGGCTTTCTCTGGGCCGTTAGCAGA PLADIRFCPTGGITPSS TATCCGCTTCTGCCCAACAGGTGGAATTACCCCGAGCAGCTATAAAG YKDYLALKNVDCIGGSW ATTACTTAGCGCTGAAGAATGTCGATTGTATTGGTGGCAGCTGGATT IAPTDAMEQGDWDRITQ GCTCCTACCGATGCGATGGAGCAGGGCGATTGGGATCGTATCACTCA LCKEAIGGL (SEQ ID GCTGTGTAAAGAGGCGATTGGCGGACTTTAA (SEQ ID NO: 89) NO: 90) YP_261692 Pseudomonas Pf-5 ATGACAAACCTCGCCCCGACCGTTTCCATGGCGGACAAAGTTGCCCT MTNLAPTVSMADKVALI fluorescens GATCGACAGCCTCTGCGCCAAGGCGCGGATCCTGCCGGTGATCACCA DSLCAKARILPVITIAR TTGCCCGCGAGCAGGATGTCCTGCCGCTGGCCGATGCCCTGGCGGCC EQDVLPLADALAAGGLT GGCGGCCTGACCGCCCTGGAAGTGACCCTGCGTTCGCAGTTCGGCCT ALEVTLRSQFGLKAIQI CAAGGCGATCCAGATCCTGCGCGAACAGCGCCCGGAGCTGGTGACCG LREQRPELVTGAGTVLD GTGCCGGCACCGTGCTCGACCCGCAGATGCTGGTGGCGGCGGAAGCG PQMLVAAEAAGSQFIVT GCAGGTTCGCAGTTCATCGTCACCCCGGGCATCACCCGCGACCTGCT PGITRDLLQASVASPIP GCAAGCCAGCGTGGCCAGCCCGATTCCCCTGCTGCCGGGGATCAGCA LLPGISNASGIMEGYAL ATGCCTCCGGGATCATGGAGGGTTATGCCCTGGGCTACCGCCGCTTC GYRRFKLFPAEVSGGVA AAGCTGTTCCCGGCGGAAGTCAGTGGTGGCGTGGCGGCGATCAAGGC AIKALGGPFGEVKFCPT CCTGGGCGGGCCGTTCGGCGAGGTCAAGTTCTGCCCTACCGGCGGCG GGVGPANIKSYMALKNV TCGGCCCGGCCAATATCAAGAGCTACATGGCGCTCAAGAATGTGATG MCVGGSWMLDPEWIKNG TGTGTCGGCGGTAGCTGGATGCTCGATCCCGAGTGGATCAAGAACGG DWARIQECTAEALALLD CGACTGGGCACGGATCCAGGAGTGCACGGCCGAGGCCCTGGCCCTGC (SEQ ID NO: 481) TGGACTGA (SEQ ID NO: 480) ZP_03591973.1 Bacillus subtilis ATGGAGTCCAAAGTCGTTGAAAACCGTCTGAAAGAAGCAAAGCTGAT MESKVVENRLKEAKLIA subtilis str. TGCAGTCATTCGTTCAAAGGATAAGCAGGAGGCCTGTCAGCAGATTG VIRSKDKQEACQQIESL 168 AGAGTTTATTAGATAAAGGGATTCGTGCAGTTGAAGTGACGTATACG LDKGIRAVEVTYTTPGA ACCCCCGGGGCATCAGATATTATCGAATCCTTCCGTAATAGGGAAGA SDIIESFRNREDILIGA TATTTTAATTGGCGCGGGTACGGTCATCAGCGCGCAGCAAGCTGGGG GTVISAQQAGEAAKAGA AAGCTGCTAAGGCTGGCGCGCAGTTTATTGTCAGTCCGGGTTTTTCA QFIVSPGFSADLAEHLS GCTGATCTTGCTGAACATCTATCTTTTGTAAAGACACATTATATCCC FVKTHYIPGVLTPSEIM CGGCGTCTTGACTCCGAGCGAAATTATGGAAGCGCTGACATTCGGTT EALTFGFTTLKLFPSGV TTACGACATTAAAGCTGTTCCCAAGCGGTGTGTTTGGCATTCCGTTT FGIPFMKNLAGPFPQVT ATGAAAAATTTAGCGGGTCCTTTCCCGCAGGTGACCTTTATTCCGAC FIPTGGIHPSEVPDWLR AGGCGGGATACATCCGTCTGAAGTGCCTGATTGGCTTAGAGCCGGAG AGAGAVGVGSQLGSCSK CTGGCGCCGTCGGAGTCGGCAGCCAGTTGGGCAGCTGTTCAAAAGAG EDLQAVFQV (SEQ ID GATTTGCAGGCTGTTTTCCAAGTGTAA (SEQ ID NO: 482) NO: 483) YP_081150.2 Bacillus ATCC ATGGTATTGTCACACATCGAAGAACAAAAACTGATTGCGATCATCCG MVLSHIEEQKLIAIIRG licheniformis 14580 CGGATACAATCCGGAGGAGGCAGTGAGCATTGCCGGCGCCTTAAAAG YNPEEAVSIAGALKAGG CGGGCGGCATCAGGCTTGTGGAGATTACGCTTAATTCCCCTCAAGCG IRLVEITLNSPQAIKAI ATCAAAGCGATTGAAGCGGTTTCAGAGCATTTTGGGGACGAAATGCT EAVSEHFGDEMLVGAGT TGTCGGAGCGGGAACCGTACTTGATCCCGAATCTGCGAGAGCGGCGC VLDPESARAALLAGARF TTTTAGCCGGCGCGCGGTTTATCCTGTCTCCGACCGTCAATGAAGAG ILSPTVNEETIKLTKRY ACGATCAAGCTGACAAAACGGTATGGAGCGGTCAGCATTCCAGGCGC GAVSIPGAFTPTEILTA TTTTACCCCGACTGAAATATTGACGGCGTATGAAAGCGGGGGAGACA YESGGDIIKVFPGTMGP TCATCAAGGTATTTCCCGGAACAATGGGGCCTGGCTATATCAAGGAT GYIKDIHGPLPHIPLLP ATCCACGGACCGCTTCCGCATATTCCGCTGCTTCCGACTGGAGGAGT TGGVGLENLHEFLQAGA CGGATTGGAAAACCTTCACGAGTTTCTGCAGGCCGGTGCGGTCGGAG VGAGIGGSLVRANKDVN CGGGAATCGGCGGTTCGCTTGTTCGGGCTAATAAAGATGTTAATGAC DAFLEELSKKAKQFVEA GCGTTTTTAGAAGAGCTGTCCAAAAAAGCAAAGCAATTTGTTGAAGC AKQ (SEQ ID NO: AGCAAAACAGTAA (SEQ ID NO: 484) 485) YP_190869.1 Gluconobacter 62IH ATGATCGATACTGCCAAACTCGACGCCGTCATGAGCCGTTGTCCGGT MIDTAKLDAVMSRCPVM oxydans CATGCCGGTGCTGGTGGTCAATGATGTGGCTCTGGCCCGCCCGATGG PVLVVNDVALARPMAEA CCGAGGCTCTGGTGGCGGGTGGACTGTCCACGCTGGAAGTCACGCTG LVAGGLSTLEVTLRTPC CGCACGCCCTGCGCCCTTGAAGCTATTGAGGAAATGTCGAAAGTACC ALEAIEEMSKVPGALVG AGGCGCGCTGGTCGGTGCCGGTACGGTGCTGAATCCGTCCGACATGG AGTVLNPSDMDRAVKAG ACCGTGCCGTGAAGGCGGGTGCGCGCTTCATCGTCAGCCCCGGCCTG ARFIVSPGLTEALAKAS ACCGAGGCGCTGGCAAAGGCGTCGGTTGAGCATGACGTCCCCTTCCT VEHDVPFLPGVANAGDI GCCAGGCGTTGCCAATGCGGGTGACATCATGCGGGGTCTGGATCTGG MRGLDLGLSRFKFFPAV GTCTGTCACGCTTCAAGTTCTTCCCGGCTGTGACGAATGGCGGCATT TNGGIPALKSLASVFGS CCCGCGCTCAAGAGCTTGGCCAGTGTTTTTGGCAGCAATGTCCGTTT NVRFCPTGGITEESAPD CTGCCCCACGGGCGGCATTACGGAAGAGAGCGCACCGGACTGGCTGG WLALPSVACVGGSWVTA CGCTTCCCTCCGTGGCCTGCGTCGGCGGATCCTGGGTGACGGCCGGC GTFDADKVRQRATAAAL ACGTTCGATGCGGACAAGGTCCGTCAGCGCGCCACGGCTGCGGCACT FTV (SEQ ID NO: CTTCACGGTCTGA (SEQ ID NO: 91) 92) NP_251871.1 P. aeruginosa PAO1 ATGAAAAACTGGAAAACAAGTGCAGAATCAATCCTGACCACCGGCCC MKNWKTSAESILTTGPV Codon GGTTGTACCGGTTATCGTGGTAAAAAAACTGGAACACGCGGTGCCGA VPVIVVKKLEHAVPMAK Optimized TGGCAAAAGCGTTGGTTGCTGGTGGGGTGCGCGTTCTGGAAGTGACT ALVAGGVRVLEVTLRTE CTGCGTACCGAGTGTGCAGTTGACGCTATCCGTGCTATCGCCAAAGA CAVDAIRAIAKEVPEAI AGTGCCTGAAGCGATTGTGGGTGCCGGTACGGTGCTGAATCCACAGC VGAGTVLNPQQLAEVTE AGCTGGCAGAAGTCACTGAAGCGGGTGCACAGTTCGCAATTAGCCCG AGAQFAISPGLTEPLLK GGTCTGACCGAGCCGCTGCTGAAAGCTGCTACCGAAGGGACTATTCC AATEGTIPLIPGISTVS TCTGATTCCGGGGATCAGCACTGTTTCCGAACTGATGCTGGGTATGG ELMLGMDYGLKEFKFFP ACTACGGTTTGAAAGAGTTCAAATTCTTCCCGGCTGAAGCTAACGGC AEANGGVKALQAIAGPF GGCGTGAAAGCCCTGCAGGCGATCGCGGGTCCGTTCTCCCAGGTCCG SQVRFCPTGGISPANYR TTTCTGCCCGACGGGTGGTATTTCTCCGGCTAACTACCGTGACTACC DYLALKSVLCIGGSWLV TGGCGCTGAAAAGCGTGCTGTGCATCGGTGGTTCCTGGCTGGTTCCG PADALEAGDYDRITKLA GCAGATGCGCTGGAAGCGGGCGATTACGACCGCATTACTAAGCTGGC REAVEGAKL (SEQ ID GCGTGAAGCTGTAGAAGGCGCTAAGCTGTAA (SEQ ID NO: NO: 487) 486) PAO1-Ec5 ATGAAAAACTGGAAACAGAAGACCGCCCGCATCGACACGCTGTGCCG MKNWKQKTARIDTLCRE GGAGGCGCGCATCCTCCCGGTGATCACCATCGACCGCGAGGCGGACA ARILPVITIDREADILP TCCTGCCGATGGCCGATGCCCTCGCCGCCGGCGGCCTGACCGCCCTG MADALAAGGLTALEITL GAGATCACCCTGCGCACGGCGCACGGGCTGACCGCCATCCGGCGCCT RTAHGLTAIRRLSEERP CAGCGAGGAGCGCCCGCACCTGCGCATCGGCGCCGGCACCGTGCTCG HLRIGAGTVLDPRTFAA ACCCGCGGACCTTCGCCGCCGCGGAAAAGGCCGGGGCGAGCTTCGTG AEKAGASFVVTPGCTDE GTCACCCCGGGTTGCACCGACGAGTTGCTGCGCTTCGCCCTGGACAG LLRFALDSEVPLLPGVA CGAAGTCCCGCTGTTGCCCGGCGTGGCCAGCGCTTCCGAGATCATGC SASEIMLAYRHGYRRFK TCGCCTACCGCCATGGCTACCGCCGCTTCAAGCTGTTTCCCGCCGAA LFPAEVSGGPAALKAFS GTCAGCGGCGGCCCGGCGGCGCTGAAGGCGTTCTCGGGACCATTCCC GPFPDIRFCPTGGVSLN CGATATCCGCTTCTGCCCCACCGGAGGCGTCAGCCTGAACAATCTCG NLADYLAVPNVMCVGGT CCGACTACCTGGCGGTACCCAACGTGATGTGCGTCGGCGGCACCTGG WMLPKAVVDRGDWAQVE ATGCTGCCCAAGGCCGTGGTCGACCGCGGCGACTGGGCCCAGGTCGA RLSREALERFAEHRRH GCGCCTCAGCCGCGAAGCCCTGGAGCGCTTCGCCGAGCACCGCAGAC (SEQ ID NO: 489) ACTAATAGCTCGAGTTACTTTACT (SEQ ID NO: 488) PAO1-Ec10 ATGAAAAACTGGAAAACAAGTGCAGAATCAATCGACACGCTGTGCCG MKNWKTSAESIDTLCRE GGAGGCGCGCATCCTCCCGGTGATCACCATCGACCGCGAGGCGGACA ARILPVITIDREADILP TCCTGCCGATGGCCGATGCCCTCGCCGCCGGCGGCCTGACCGCCCTG MADALAAGGLTALEITL GAGATCACCCTGCGCACGGCGCACGGGCTGACCGCCATCCGGCGCCT RTAHGLTAIRRLSEERP CAGCGAGGAGCGCCCGCACCTGCGCATCGGCGCCGGCACCGTGCTCG HLRIGAGTVLDPRTFAA ACCCGCGGACCTTCGCCGCCGCGGAAAAGGCCGGGGCGAGCTTCGTG AEKAGASFVVTPGCTDE GTCACCCCGGGTTGCACCGACGAGTTGCTGCGCTTCGCCCTGGACAG LLRFALDSEVPLLPGVA CGAAGTCCCGCTGTTGCCCGGCGTGGCCAGCGCTTCCGAGATCATGC SASEIMLAYRHGYRRFK TCGCCTACCGCCATGGCTACCGCCGCTTCAAGCTGTTTCCCGCCGAA LFPAEVSGGPAALKAFS GTCAGCGGCGGCCCGGCGGCGCTGAAGGCGTTCTCGGGACCATTCCC GPFPDIRFCPTGGVSLN CGATATCCGCTTCTGCCCCACCGGAGGCGTCAGCCTGAACAATCTCG NLADYLAVPNVMCVGGT CCGACTACCTGGCGGTACCCAACGTGATGTGCGTCGGCGGCACCTGG WMLPKAVVDRGDWAQVE ATGCTGCCCAAGGCCGTGGTCGACCGCGGCGACTGGGCCCAGGTCGA RLSREALERFAEHRRH GCGCCTCAGCCGCGAAGCCCTGGAGCGCTTCGCCGAGCACCGCAGAC (SEQ ID NO: 491) ACTAATAGCTCGAGTTACTTTACT (SEQ ID NO: 490) PAO1-Ec15 ATGAAAAACTGGAAAACAAGTGCAGAATCAATCCTGACCACCGGCCG MKNWKTSAESILTTGRE GGAGGCGCGCATCCTCCCGGTGATCACCATCGACCGCGAGGCGGACA ARILPVITIDREADILP TCCTGCCGATGGCCGATGCCCTCGCCGCCGGCGGCCTGACCGCCCTG MADALAAGGLTALEITL GAGATCACCCTGCGCACGGCGCACGGGCTGACCGCCATCCGGCGCCT RTAHGLTAIRRLSEERP CAGCGAGGAGCGCCCGCACCTGCGCATCGGCGCCGGCACCGTGCTCG HLRIGAGTVLDPRTFAA ACCCGCGGACCTTCGCCGCCGCGGAAAAGGCCGGGGCGAGCTTCGTG AEKAGASFVVTPGCTDE GTCACCCCGGGTTGCACCGACGAGTTGCTGCGCTTCGCCCTGGACAG LLRFALDSEVPLLPGVA CGAAGTCCCGCTGTTGCCCGGCGTGGCCAGCGCTTCCGAGATCATGC SASEIMLAYRHGYRRFK TCGCCTACCGCCATGGCTACCGCCGCTTCAAGCTGTTTCCCGCCGAA LFPAEVSGGPAALKAFS GTCAGCGGCGGCCCGGCGGCGCTGAAGGCGTTCTCGGGACCATTCCC GPFPDIRFCPTGGVSLN CGATATCCGCTTCTGCCCCACCGGAGGCGTCAGCCTGAACAATCTCG NLADYLAVPNVMCVGGT CCGACTACCTGGCGGTACCCAACGTGATGTGCGTCGGCGGCACCTGG WMLPKAVVDRGDWAQVE ATGCTGCCCAAGGCCGTGGTCGACCGCGGCGACTGGGCCCAGGTCGA RLSREALERFAEHRRH GCGCCTCAGCCGCGAAGCCCTGGAGCGCTTCGCCGAGCACCGCAGAC (SEQ ID NO: 493) ACTAATAGCTCGAGTTACTTTACT (SEQ ID NO: 492)

EDA extracts were prepared using the following protocol.

Day 1

Grow 5 ml LB-Kan preps of BF1055 (BL21/DE3 with pET26b empty vector) and BF1706 (BL21DE3 with pET26b+E. coli EDD).

Grow 5 ml preps of each EDA construct expressed in S. cerevisiae in appropriate selective media (e.g. ScD-leu).

Day 2

Grow 50 ml LB-Kan prep of BF1055, 2% (v/v) inoculate.

Grow 50 ml prep of BF1706 using Novagen's Overnight Express (46.45 ml LB-Kan, 1 ml solution 1, 2.5 ml solution 2, 50 μl solution 3, 5 μl of 1M MnCl₂, 50 μl of 0.5 M FeCl₂), 2% (v/v) inoculate.

Grow 50 ml prep of each EDA construct expressed in S. cerevisiae in appropriate selective media+10 mM MnCl₂. Inoculate to OD₆₀₀ of 0.2.

Day 3

EDD extractions (adapted from Chemyan et al, Protein Science 16:2368-2377, 2007):

-   -   1) Pellet cells in 50 ml conical tubes, 4° C., 3,000 rpm, 10         mins, discard supernatant.     -   2) Resuspend in 2 ml degassed PDGH buffer (20 mM MES pH 6.5, 30         mM NaCl, 5 mM MnCl₂, 0.5 mM FeCl₂, 10 mM 2-mercaptoethanol, 10         mM cysteine, sparged with nitrogen gas). Move to hungate tube.     -   3) Add 0.1% Triton X-100, 10 ng/ml DNase, 10 μg/ml PMSF, 10         μg/ml TAME (Nα-(p-toluene sulfonyl)-L-arginine methyl ester),         100 μg/ml lysozyme.     -   4) Sparge hungate tube with nitrogen gas, cap and seal. Incubate         2 hours at 37° C., swirl occasionally.     -   5) Clarify by centrifugation in 2-ml tube, 4° C., 10 mins,         14,000 rpm. Keep supernatant.     -   6) Treat with 150 mM pyruvate and 10 mM sodium cyanoborohydride         (work in hood) to inactivate aldolase activity. Incubate 30 mins         at room temperature.     -   7) During incubation, pre-equilibrate PD-10 column from GE         -   a. Remove top cap, pour off storage buffer.         -   b. Cut off bottom tip, fit in 50 ml conical with adapter.         -   c. Pour 5 ml of 20 mM MES buffer, pH 6.5 (total of 5 times).             Discard flow-through.     -   8) Run sample through column, then add MES buffer to a total of         2.5 ml volume added. Discard flow-through.     -   9) Run 3.5 ml 20 mM MES pH 6.5 buffer to elute protein. Discard         column in appropriate waste receptacle.     -   10) Perform Bradford assay (1:10 or 1:20 dilution).

EDA extractions:

-   -   1) Spin down in 50 ml conicals, 4° C., 3,400 rpm, 5 mins. Wash         2× with 25 ml water.     -   2) Resuspend in 1 ml lysis buffer (50 mM Tris-HCl, pH 7, 10 mM         MgCl₂, 1× protease inhibitor. 3) Add 1 cap of zirconia beads,         vortex 4-6 times, 15 sec bursts, ice in between.     -   4) Spin down cell debris, 4° C., 14,000 rpm, 10 mins. Save         supernatant.     -   5) Perform Bradford assay (1:2 dilution).

Activity Assays:

Each reaction contains 50 mM Tris-HCl, pH 7, 10 mM MgCl₂, 0.15 mM NADH, 15 μg LDH, saturating amounts of EDD determined empirically (usually ˜100 μg), 1-50 μg EDA (depending on level of activity), and 1 mM 6-phosphogluconate. Reactions are started by the addition of 6-phosphogluconate and monitored for 5 mins at 30° C.

Results

The S. cerevisiae strains tested for EDA activity are described in the table below. yCH strains are Thermosacc-based (Lallemand). BF strains are based on BY4742.

Strain Vector Construct BF542 pBF150 Zymomonas mobilis EDA BF1689 pBF892 PAO1+ 5aa E. coli EDA BF1691 pBF894 PAO1+ 10aa E. coli EDA BF1693 pBF896 PAO1+ 15aa E. coli EDA BF1721 pBF909 Bacilluis licheniformis EDA BF1722 pBF910 Bacillus subtilis EDA BF1723 pBF911 Pseudomonas fluorescens EDA BF1724 pBF912 Pseudomonas syringae EDA BF1725 pBF913 Saccharaophagus degradans EDA BF1726 pBF914 Xanthamonas axonopodis EDA BF1727 pBF766 Escherichia coli EDA BF1728 pBF764 Pseudomonas aeruginosa EDA BF1729 pBF729 Gluconobacter oxydans EDA BF1730 pBF727 Shewanella oneidensis EDA BF1775 pBF87 p425GPD (empty vector) BF1776 pBF928 PAO1 EDA codon optimized for S. cerevisiae

E. coli expressed EDD was prepared and confirmed by western blot analysis as shown in FIG. 23. The expected size of EDD is approximately 66 kilodaltons (kDa). A band of approximately that size (e.g., as determined by the nearest sized protein standard of approximately 60 kDa) was identified by western blot. The E. coli expressed EDD was used with S. cerevisiae expressed EDA's to evaluate the EDA activities. The results of EDA kinetic assays are presented in the table below.

EDD/EDA slope % max EC/EC 0.3467 100.00 EC/SO 0.1907 55.00 EC/BS 0.0897 25.87 EC/GO 0.0848 24.46 EC/PCO 0.084 24.23 EC/PA 0.0533 15.37 EC/PE5 0.0223 6.43 EC/PE10 0.0218 6.29 EC/SD 0.015 4.33 EC/PS 0.0135 3.89 EC/BL 0.0112 3.23 EC/ZM 0.0109 3.14 EC/PF 0.0082 2.37 EC/V 0.0074 2.13 EC/XA 0.0065 1.87 EC/PE15 0.005 1.44

In the results presented above, the slope of the E. coli (EC) EDA is outside the linear range for accurate detection, and is therefore underestimated. For the other EDA's, when compared to the E. coli EDA, the calculated percentage of maximum activity (e.g., % max) is overestimated, however the slopes are accurate. The results of this experiment indicate that the E. coli EDA has higher activity as compared to the other EDA activities evaluated herein, and is approximately 16-fold more active than the EDA from P. aeruginosa. EDA's from X. anoxopodis and a chimera between E. coli EDA and P. aeruginosa (e.g., PE15) show less activity than the vector control. Codon-optimized EDA from P. aeruginosa showed a slight improvement over the native sequence, however chimeric versions (e.g., PE5, PE10, PE15) showed less activity than native. The experiments were repeated using 100 μg of EDD and 25 μg of EDA cell lysates in each reaction (unless otherwise noted, such as 5 μg of E. coli EDA). The reactions in the repeated experiment all were in the linear range of detection and the results of these additional kinetic assays are shown graphically in FIG. 24, and in the table below. E. coli EDA was again found to be the most active of those EDA's tested.

EDA slope % max EC 0.462 100.00 SO 0.128 27.71 GO 0.0544 11.77 PCO 0.0539 11.67 BS 0.0505 10.93 PA 0.0273 5.91 V 0.0006 0.13

Example 35 Nucleotide and Amino Acid Sequence of S. cerevisiae Phosphoglucose Isomerase

Phosphoglucose isomerase (PGI1) activity was decreased or disrupted, in some embodiments, to favor the conversion of glucose-6-phosphate to gluconolactone-6-phosphate by the activity of ZWF1 (e.g., glucose-6-phosphate dehydrogenase). The nucleotide sequence of the S. cerevisiae PGI1 gene altered to decrease or disrupt phosphoglucose isomerase activity is shown below.

PGI1 nucleotide sequence (SEQ ID NO: 494) ATGTCCAATAACTCATTCACTAACTTCAAACTGGCCACTGAATTGCCAGCCTGGTCTAAG TTGCAAAAAATTTATGAATCTCAAGGTAAGACTTTGTCTGTCAAGCAAGAATTCCAAAAA GATGCCAAGCGTTTTGAAAAATTGAACAAGACTTTCACCAACTATGATGGTTCCAAAATC TTGTTCGACTACTCAAAGAACTTGGTCAACGATGAAATCATTGCTGCATTGATTGAACTG GCCAAGGAGGCTAACGTCACCGGTTTGAGAGATGCTATGTTCAAAGGTGAACACATCAAC TCCACTGAAGATCGTGCTGTCTACCACGTCGCATTGAGAAACAGAGCTAACAAGCCAATG TACGTTGATGGTGTCAACGTTGCTCCAGAAGTCGACTCTGTCTTGAAGCACATGAAGGAG TTCTCTGAACAAGTTCGTTCTGGTGAATGGAAGGGTTATACCGGTAAGAAGATCACCGAT GTTGTTAACATCGGTATTGGTGGTTCCGATTTGGGTCCAGTCATGGTCACTGAGGCTTTG AAGCACTACGCTGGTGTCTTGGATGTCCACTTCGTTTCCAACATTGACGGTACTCACATT GCTGAAACCTTGAAGGTTGTTGACCCAGAAACTACTTTGTTTTTGATTGCTTCCAAGACT TTCACTACCGCTGAAACTATCACTAACGCTAACACTGCCAAGAACTGGTTCTTGTCGAAG ACAGGTAATGATCCATCTCACATTGCTAAGCATTTCGCTGCTTTGTCCACTAACGAAACC GAAGTTGCCAAGTTCGGTATTGACACCAAAAACATGTTTGGTTTCGAAAGTTGGGTCGGT GGTCGTTACTCTGTCTGGTCGGCTATTGGTTTGTCTGTTGCCTTGTACATTGGCTATGAC AACTTTGAGGCTTTCTTGAAGGGTGCTGAAGCCGTCGACAACCACTTCACCCAAACCCCA TTGGAAGACAACATTCCATTGTTGGGTGGTTTGTTGTCTGTCTGGTACAACAACTTCTTT GGTGCTCAAACCCATTTGGTTGCTCCATTCGACCAATACTTGCACAGATTCCCAGCCTAC TTGCAACAATTGTCAATGGAATCTAACGGTAAGTCTGTTACCAGAGGTAACGTGTTTACT GACTACTCTACTGGTTCTATCTTGTTTGGTGAACCAGCTACCAACGCTCAACACTCTTTC TTCCAATTGGTTCACCAAGGTACCAAGTTGATTCCATCTGATTTCATCTTAGCTGCTCAA TCTCATAACCCAATTGAGAACAAATTACATCAAAAGATGTTGGCTTCAAACTTCTTTGCT CAAGCTGAAGCTTTAATGGTTGGTAAGGATGAAGAACAAGTTAAGGCTGAAGGTGCCACT GGTGGTTTGGTCCCACACAAGGTCTTCTCAGGTAACAGACCAACTACCTCTATCTTGGCT CAAAAGATTACTCCAGCTACTTTGGGTGCTTTGATTGCCTACTACGAACATGTTACTTTC ACTGAAGGTGCCATTTGGAATATCAACTCTTTCGACCAATGGGGTGTTGAATTGGGTAAA GTCTTGGCTAAAGTCATCGGCAAGGAATTGGACAACTCCTCCACCATTTCTACCCACGAT GCTTCTACCAACGGTTTAATCAATCAATTCAAGGAATGGATGTGA

Example 36 Nucleotide and Amino Acid Sequence of S. cerevisiae 6-Phosphogluconate Dehydrogenase (Decarboxylating)

6-phosphogluconate dehydrogenase (decarboxylating) (GND1) activity was decreased or disrupted, in some embodiments, to minimize or eliminate the conversion of gluconate-6-phophate to ribulose-5-phosphate. The nucleotide sequence of the S. cerevisiae GND1 and GND2 genes altered to decrease or disrupt 6-phosphogluconate dehydrogenase (decarboxylating) activity is shown below.

GND1/YHR183W (SEQ ID NO: 495) ATGTCTGCTGATTTCGGTTTGATTGGTTTGGCCGTCATGGGTCAAAATTTGATCTTGAAC GCTGCTGACCACGGTTTCACTGTTTGTGCTTACAACAGAACTCAATCCAAGGTCGACCAT TTCTTGGCCAATGAAGCTAAGGGCAAATCTATCATCGGTGCTACTTCCATTGAAGATTTC ATCTCCAAATTGAAGAGACCTAGAAAGGTCATGCTTTTGGTTAAAGCTGGTGCTCCAGTT GACGCTTTGATCAACCAAATCGTCCCACTTTTGGAAAAGGGTGATATTATCATCGATGGT GGTAACTCTCACTTCCCAGATTCTAATAGACGTTACGAAGAATTGAAGAAGAAGGGTATT CTTTTCGTTGGTTCTGGTGTCTCCGGTGGTGAGGAAGGTGCCCGTTACGGTCCATCTTTG ATGCCAGGTGGTTCTGAAGAAGCTTGGCCACATATTAAGAACATCTTCCAATCCATCTCT GCTAAATCCGACGGTGAACCATGTTGCGAATGGGTTGGCCCAGCCGGTGCTGGTCACTAC GTCAAGATGGTTCACAACGGTATTGAATACGGTGATATGCAATTGATTTGTGAAGCTTAT GACATCATGAAGAGATTGGGTGGGTTTACCGATAAGGAAATCAGTGACGTTTTTGCCAAA TGGAACAATGGTGTCTTGGATTCCTTCTTGGTCGAAATTACCAGAGATATTTTGAAATTC GACGACGTCGACGGTAAGCCATTAGTTGAAAAAATCATGGATACTGCTGGTCAAAAGGGT ACTGGTAAGTGGACTGCCATCAACGCCTTGGATTTGGGTATGCCAGTTACTTTGATTGGT GAAGCTGTCTTTGCCCGTTGTCTATCTGCTTTGAAGAACGAGAGAATTAGAGCCTCCAAG GTCTTACCAGGCCCAGAAGTTCCAAAAGACGCCGTCAAGGACAGAGAACAATTTGTCGAT GATTTGGAACAAGCTTTGTATGCTTCCAAGATTATTTCTTACGCTCAAGGTTTCATGTTG ATCCGTGAAGCTGCTGCTACTTATGGCTGGAAACTAAACAACCCTGCCATCGCTTTGATG TGGAGAGGTGGTTGTATCATTAGATCTGTTTTCTTGGGTCAAATCACAAAGGCCTACAGA GAAGAACCAGATTTGGAAAACTTGTTGTTCAACAAGTTCTTCGCTGATGCCGTCACCAAG GCTCAATCTGGTTGGAGAAAGTCAATTGCGTTGGCTACCACCTACGGTATCCCAACACCA GCCTTTTCCACCGCTTTGTCTTTCTACGATGGGTACAGATCTGAAAGATTGCCAGCCAAC TTACTACAAGCTCAACGTGACTACTTTGGTGCTCACACTTTCAGAGTGTTGCCAGAATGT GCTTCTGACAACTTGCCAGTAGACAAGGATATCCATATCAACTGGACTGGCCACGGTGGT AATGTTTCTTCCTCTACATACCAAGCTTAA GND2/YGR256W (SEQ ID NO: 496) ATGTCAAAGGCAGTAGGTGATTTAGGCTTAGTTGGTTTAGCCGTGATGGGTCAAAATTTG ATCTTAAACGCAGCGGATCACGGATTTACCGTGGTTGCTTATAATAGGACGCAATCAAAG GTAGATAGGTTTCTAGCTAATGAGGCAAAAGGAAAATCAATAATTGGTGCAACTTCAATT GAGGACTTGGTTGCGAAACTAAAGAAACCTAGAAAGATTATGCTTTTAATCAAAGCCGGT GCTCCGGTCGACACTTTAATAAAGGAACTTGTACCACATCTTGATAAAGGCGACATTATT ATCGACGGTGGTAACTCACATTTCCCGGACACTAACAGACGCTACGAAGAGCTAACAAAG CAAGGAATTCTTTTTGTGGGCTCTGGTGTCTCAGGCGGTGAAGATGGTGCACGTTTTGGT CCATCTTTAATGCCTGGTGGGTCAGCAGAAGCATGGCCGCACATCAAGAACATCTTTCAA TCTATTGCCGCCAAATCAAACGGTGAGCCATGCTGCGAATGGGTGGGGCCTGCCGGTTCT GGTCACTATGTGAAGATGGTACACAACGGTATCGAGTACGGTGATATGCAGTTGATTTGC GAGGCTTACGATATCATGAAACGAATTGGCCGGTTTACGGATAAAGAGATCAGTGAAGTA TTTGACAAGTGGAACACTGGAGTTTTGGATTCTTTCTTGATTGAAATCACGAGGGACATT TTAAAATTCGATGACGTCGACGGTAAGCCATTGGTGGAAAAAATTATGGATACTGCCGGT CAAAAGGGTACTGGTAAATGGACTGCAATCAACGCCTTGGATTTAGGAATGCCAGTCACT TTAATTGGGGAGGCTGTTTTCGCTCGTTGTTTGTCAGCCATAAAGGACGAACGTAAAAGA GCTTCGAAACTTCTGGCAGGACCAACAGTACCAAAGGATGCAATACATGATAGAGAACAA TTTGTGTATGATTTGGAACAAGCATTATACGCTTCAAAGATTATTTCATATGCTCAAGGT TTCATGCTGATCCGCGAAGCTGCCAGATCATACGGCTGGAAATTAAACAACCCAGCTATT GCTCTAATGTGGAGAGGTGGCTGTATAATCAGATCTGTGTTCTTAGCTGAGATTACGAAG GCTTATAGGGACGATCCAGATTTGGAAAATTTATTATTCAACGAGTTCTTCGCTTCTGCA GTTACTAAGGCCCAATCCGGTTGGAGAAGAACTATTGCCCTTGCTGCTACTTACGGTATT CCAACTCCAGCTTTCTCTACTGCTTTAGCGTTTTACGACGGCTATAGATCTGAGAGGCTA CCAGCAAACTTGTTACAAGCGCAACGTGATTATTTTGGCGCTCATACATTTAGAATTTTA CCTGAATGTGCTTCTGCCCATTTGCCAGTAGACAAGGATATTCATATCAATTGGACTGGG CACGGAGGTAATATATCTTCCTCAACCTACCAAGCTTAA

Example 37 Nucleotide and Amino Acid Sequence of S. cerevisiae Transaldolase

Transaldolase (TAL1) activity was increased in some embodiments, and in certain embodiments transaldolase activity was decreased or disrupted. Transaldolase converts sedoheptulose 7-phosphate and glyceraldehyde 3-phosphate to erythrose 4-phosphate and fructose 6-phosphate. The rationale for increasing or decreasing transaldolase activity is described herein with respect to various embodiments. The nucleotide sequence of the S. cerevisiae TAL1 gene altered to increase or decrease transaldolase activity, and the encoded amino acid sequence are shown below.

TAL1 nucleotide sequence (SEQ ID NO: 497) ATGTCTGAACCAGCTCAAAAGAAACAAAAGGTTGCTAACAACTCTCTAGAACAATTGAAA GCCTCCGGCACTGTCGTTGTTGCCGACACTGGTGATTTCGGCTCTATTGCCAAGTTTCAA CCTCAAGACTCCACAACTAACCCATCATTGATCTTGGCTGCTGCCAAGCAACCAACTTAC GCCAAGTTGATCGATGTTGCCGTGGAATACGGTAAGAAGCATGGTAAGACCACCGAAGAA CAAGTCGAAAATGCTGTGGACAGATTGTTAGTCGAATTCGGTAAGGAGATCTTAAAGATT GTTCCAGGCAGAGTCTCCACCGAAGTTGATGCTAGATTGTCTTTTGACACTCAAGCTACC ATTGAAAAGGCTAGACATATCATTAAATTGTTTGAACAAGAAGGTGTCTCCAAGGAAAGA GTCCTTATTAAAATTGCTTCCACTTGGGAAGGTATTCAAGCTGCCAAAGAATTGGAAGAA AAGGACGGTATCCACTGTAATTTGACTCTATTATTCTCCTTCGTTCAAGCAGTTGCCTGT GCCGAGGCCCAAGTTACTTTGATTTCCCCATTTGTTGGTAGAATTCTAGACTGGTACAAA TCCAGCACTGGTAAAGATTACAAGGGTGAAGCCGACCCAGGTGTTATTTCCGTCAAGAAA ATCTACAACTACTACAAGAAGTACGGTTACAAGACTATTGTTATGGGTGCTTCTTTCAGA AGCACTGACGAAATCAAAAACTTGGCTGGTGTTGACTATCTAACAATTTCTCCAGCTTTA TTGGACAAGTTGATGAACAGTACTGAACCTTTCCCAAGAGTTTTGGACCCTGTCTCCGCT AAGAAGGAAGCCGGCGACAAGATTTCTTACATCAGCGACGAATCTAAATTCAGATTCGAC TTGAATGAAGACGCTATGGCCACTGAAAAATTGTCCGAAGGTATCAGAAAATTCTCTGCC GATATTGTTACTCTATTCGACTTGATTGAAAAGAAAGTTACCGCTTAA TAL1 amino acid sequence (SEQ ID NO: 498) MSEPAQKKQKVANNSLEQLKASGTVVVADTGDFGSIAKFQPQDSTTNPSLILAAAKQPTY AKLIDVAVEYGKKHGKTTEEQVENAVDRLLVEFGKEILKIVPGRVSTEVDARLSFDTQAT IEKARHIIKLFEQEGVSKERVLIKIASTWEGIQAAKELEEKDGIHCNLTLLFSFVQAVAC AEAQVTLISPFVGRILDWYKSSTGKDYKGEADPGVISVKKIYNYYKKYGYKTIVMGASFR STDEIKNLAGVDYLTISPALLDKLMNSTEPFPRVLDPVSAKKEAGDKISYISDESKFRFD LNEDAMATEKLSEGIRKFSADIVTLFDLIEKKVTA

Example 38 Nucleotide and Amino Acid Sequence of S. cerevisiae Transketolase

Transketolase (TKL1 and TKL2) activity was increased in some embodiments, and in certain embodiments transaldolase activity was decreased or disrupted. Transketolase converts xylulose-5-phosphate and ribose-5-phosphate to sedoheptulose-7-phosphate and glyceraldehyde-3-phosphate. The rationale for increasing or decreasing transketolase activity is described herein with respect to various embodiments. The nucleotide sequence of the S. cerevisiae TKL1 gene altered to increase or decrease transketolase activity, and the encoded amino acid sequence are shown below.

TKL1 nucleotide sequence (SEQ ID NO: 499) ATGACTCAATTCACTGACATTGATAAGCTAGCCGTCTCCACCATAAGAATTTTGGCTGTG GACACCGTATCCAAGGCCAACTCAGGTCACCCAGGTGCTCCATTGGGTATGGCACCAGCT GCACACGTTCTATGGAGTCAAATGCGCATGAACCCAACCAACCCAGACTGGATCAACAGA GATAGATTTGTCTTGTCTAACGGTCACGCGGTCGCTTTGTTGTATTCTATGCTACATTTG ACTGGTTACGATCTGTCTATTGAAGACTTGAAACAGTTCAGACAGTTGGGTTCCAGAACA CCAGGTCATCCTGAATTTGAGTTGCCAGGTGTTGAAGTTACTACCGGTCCATTAGGTCAA GGTATCTCCAACGCTGTTGGTATGGCCATGGCTCAAGCTAACCTGGCTGCCACTTACAAC AAGCCGGGCTTTACCTTGTCTGACAACTACACCTATGTTTTCTTGGGTGACGGTTGTTTG CAAGAAGGTATTTCTTCAGAAGCTTCCTCCTTGGCTGGTCATTTGAAATTGGGTAACTTG ATTGCCATCTACGATGACAACAAGATCACTATCGATGGTGCTACCAGTATCTCATTCGAT GAAGATGTTGCTAAGAGATACGAAGCCTACGGTTGGGAAGTTTTGTACGTAGAAAATGGT AACGAAGATCTAGCCGGTATTGCCAAGGCTATTGCTCAAGCTAAGTTATCCAAGGACAAA CCAACTTTGATCAAAATGACCACAACCATTGGTTACGGTTCCTTGCATGCCGGCTCTCAC TCTGTGCACGGTGCCCCATTGAAAGCAGATGATGTTAAACAACTAAAGAGCAAATTCGGT TTCAACCCAGACAAGTCCTTTGTTGTTCCACAAGAAGTTTACGACCACTACCAAAAGACA ATTTTAAAGCCAGGTGTCGAAGCCAACAACAAGTGGAACAAGTTGTTCAGCGAATACCAA AAGAAATTCCCAGAATTAGGTGCTGAATTGGCTAGAAGATTGAGCGGCCAACTACCCGCA AATTGGGAATCTAAGTTGCCAACTTACACCGCCAAGGACTCTGCCGTGGCCACTAGAAAA TTATCAGAAACTGTTCTTGAGGATGTTTACAATCAATTGCCAGAGTTGATTGGTGGTTCT GCCGATTTAACACCTTCTAACTTGACCAGATGGAAGGAAGCCCTTGACTTCCAACCTCCT TCTTCCGGTTCAGGTAACTACTCTGGTAGATACATTAGGTACGGTATTAGAGAACACGCT ATGGGTGCCATAATGAACGGTATTTCAGCTTTCGGTGCCAACTACAAACCATACGGTGGT ACTTTCTTGAACTTCGTTTCTTATGCTGCTGGTGCCGTTAGATTGTCCGCTTTGTCTGGC CACCCAGTTATTTGGGTTGCTACACATGACTCTATCGGTGTCGGTGAAGATGGTCCAACA CATCAACCTATTGAAACTTTAGCACACTTCAGATCCCTACCAAACATTCAAGTTTGGAGA CCAGCTGATGGTAACGAAGTTTCTGCCGCCTACAAGAACTCTTTAGAATCCAAGCATACT CCAAGTATCATTGCTTTGTCCAGACAAAACTTGCCACAATTGGAAGGTAGCTCTATTGAA AGCGCTTCTAAGGGTGGTTACGTACTACAAGATGTTGCTAACCCAGATATTATTTTAGTG GCTACTGGTTCCGAAGTGTCTTTGAGTGTTGAAGCTGCTAAGACTTTGGCCGCAAAGAAC ATCAAGGCTCGTGTTGTTTCTCTACCAGATTTCTTCACTTTTGACAAACAACCCCTAGAA TACAGACTATCAGTCTTACCAGACAACGTTCCAATCATGTCTGTTGAAGTTTTGGCTACC ACATGTTGGGGCAAATACGCTCATCAATCCTTCGGTATTGACAGATTTGGTGCCTCCGGT AAGGCACCAGAAGTCTTCAAGTTCTTCGGTTTCACCCCAGAAGGTGTTGCTGAAAGAGCT CAAAAGACCATTGCATTCTATAAGGGTGACAAGCTAATTTCTCCTTTGAAAAAAGCTTTC TAA TKL1 amino acid sequence (SEQ ID NO: 500) MTQFTDIDKLAVSTIRILAVDTVSKANSGHPGAPLGMAPAAHVLWSQMRMNPTNPDWINR DRFVLSNGHAVALLYSMLHLTGYDLSIEDLKQFRQLGSRTPGHPEFELPGVEVTTGPLGQ GISNAVGMAMAQANLAATYNKPGFTLSDNYTYVFLGDGCLQEGISSEASSLAGHLKLGNL IAIYDDNKITIDGATSISFDEDVAKRYEAYGWEVLYVENGNEDLAGIAKAIAQAKLSKDK PTLIKMTTTIGYGSLHAGSHSVHGAPLKADDVKQLKSKFGFNPDKSFVVPQEVYDHYQKT ILKPGVEANNKWNKLFSEYQKKFPELGAELARRLSGQLPANWESKLPTYTAKDSAVATRK LSETVLEDVYNQLPELIGGSADLTPSNLTRWKEALDFQPPSSGSGNYSGRYIRYGIREHA MGAIMNGISAFGANYKPYGGTFLNFVSYAAGAVRLSALSGHPVIWVATHDSIGVGEDGPT HQPIETLAHFRSLPNIQVWRPADGNEVSAAYKNSLESKHTPSIIALSRQNLPQLEGSSIE SASKGGYVLQDVANPDIILVATGSEVSLSVEAAKTLAAKNIKARVVSLPDFFTFDKQPLE YRLSVLPDNVPIMSVEVLATTCWGKYAHQSFGIDRFGASGKAPEVFKFFGFTPEGVAERA QKTIAFYKGDKLISPLKKAF

Example 39 Nucleotide and Amino Acid Sequences of Additional EDD Genes Evaluated for Activity

Accession Strain Number Species Number NUCLEOTIDE SEQUENCE Amino Acid Sequence YP_526855.1 Saccharo- 2-40 ATGAATAGCGTAATCGAAGCTGTAACTCAGCGAATTATTGAGCGCAGT MNSVIEAVTQRIIERSR phagus CGACATTCTCGTCAGGCGTATTTGAATTTAATGCGCAACACCATGGAG HSRQAYLNLMRNTME degradans CAGCATCCTCCTAAAAAGCGTCTATCTTGCGGCAATTTGGCTCATGCCT QHPPKKRLSCGNLAHA ATGCAGCATGTGGTCAATCCGATAAGCAAACAATTCGTTTAATGCAAA YAACGQSDKQTIRLMQ GTGCAAACATAAGTATTACTACGGCATTTAACGATATGCTTTCGGCGC SANISITTAFNDMLSAH ATCAGCCTTTAGAAACATACCCTCAAATAATCAAAGAAACTGCGCGTG QPLETYPQIIKETARAM CAATGGGTTCAACTGCTCAAGTTGCAGGCGGCGTGCCGGCAATGTGTG GSTAQVAGGVPAMCD ATGGTGTAACTCAAGGCCAGCCCGGTATGGAGCTGAGTTTGTTTAGCC GVTQGQPGMELSLFSR GCGAAGTTGTAGCAATGGCTACAGCAGTAGGCCTTTCGCACAATATGT EVVAMATAVGLSHNM TTGATGGCAATATGTTTTTGGGTGTATGCGATAAAATTGTTCCTGGCAT FDGNMFLGVCDKIVPG GCTAATTGGCGCGTTGCAGTTTGGTCATATTCCTGGGGTGTTTGTGCCT MLIGALQFGHIPGVFVP GCCGGACCAATGCCTTCTGGTATTCCCAACAAAGAAAAAGCAAAAGTT AGPMPSGIPNKEKAKV CGTCAGCAATATGCGGCGGGCATTGTGGGGGAAGATAAGCTTTTAGAA RQQYAAGIVGEDKLLE ACCGAGTCGGCTTCCTATCACAGTGCAGGCACGTGTACTTTTTACGGTA TESASYHSAGTCTFYGT CAGCGAATACAAACCAAATGATGGTTGAAATGTTGGGTGTTCAGTTGC ANTNQMMVEMLGVQL CTGGCTCGTCGTTTGTTTACCCCGGTACTGAGTTGCGTGATGCCTTAAC PGSSFVYPGTELRDALT GAGAGCTGCTGTTGAAAAGTTGGTAAAAATCACAGATTCAGCCGGTAA RAAVEKLVKITDSAGN CTACCGTCCGCTCTACGAAGTCATTACGGAAAAATCCATCGTCAATTC YRPLYEVITEKSIVNSII AATAATTGGTTTGTTGGCTACCGGCGGTTCTACTAACCACACGCTACAC GLLATGGSTNHTLHIVA ATTGTTGCTGTGGCTCGCGCTGCGGGTATAGAGGTTACGTGGGCAGAT VARAAGIEVTWADMD ATGGACGAGCTTTCGCGTGCTGTGCCATTACTTGCACGTGTTTACCCTA ELSRAVPLLARVYPNGE ACGGCGAAGCTGATGTTAACCAATTCCAGCAGGCTGGCGGCATGGCTT ADVNQFQQAGGMAYL ATTTAGTAAGAGAGCTGCGCAGCGGCGGTTTGCTAAATGAAGATGTGG VRELRSGGLLNEDVVTI TTACTATTATGGGTGAGGGCCTCGAGGCCTACGAAAAAGAGCCCATGC MGEGLEAYEKEPMLND TTAACGATAAGGGGCAGGCTGAATGGGTAAATGATGTACCTGTTAGCC KGQAEWVNDVPVSRD GCGACGATACCGTTGTGCGTCCAGTTACCTCGCCTTTCGATAAAGAGG DTVVRPVTSPFDKEGGL GTGGGTTGCGTCTACTCAAGGGTAACTTAGGGCAGGGCGTAATCAAAA RLLKGNLGQGVIKISAV TTTCTGCGGTAGCGCCAGAAAATCGCGTTGTTGAGGCCCCATGTATTGT APENRVVEAPCIVFEAQ ATTCGAGGCCCAAGAAGAGCTAATAGCTGCGTTTAAGCGTGGTGAGCT EELIAAFKRGELEKDFV CGAAAAAGACTTTGTTGCGGTAGTGCGCTTCCAAGGGCCTTCTGCCAA AVVRFQGPSANGMPEL TGGCATGCCAGAACTTCATAAAATGACCCCGCCTTTAGGTGTGCTTCA HKMTPPLGVLQDKGFK AGATAAGGGTTTCAAGGTAGCGTTAGTTACCGATGGCAGAATGTCTGG VALVTDGRMSGASGKV TGCATCTGGTAAAGTGCCGGCCGGTATACACTTGTCGCCAGAAGCGAG PAGIHLSPEASKGGLLN TAAGGGTGGCCTGTTGAATAAGCTGCGCACGGGTGATGTGATTCGCTT KLRTGDVIRFDAEAGVI CGATGCCGAAGCGGGCGTTATTCAAGCGCTTGTTAGTGATGAAGAGTT QALVSDEELAAREPAV AGCTGCGCGTGAGCCAGCTGTGCAACCGGTCGTGGAGCAGAACCTCGG QPVVEQNLGRSLFGGL ACGCTCTCTGTTTGGTGGTTTGCGCGATTTGGCTGGTGTATCGCTACAA RDLAGVSLQGGTVFDF GGCGGAACAGTTTTCGATTTTGAAAGAGAGTTTGGCGAAAAATAG EREFGEK (SEQ ID NO: (SEQ ID NO: 501) 502) NP_642389.1 Xanthomonas Pv. ATGAGCCTGCATCCGAATATCCAAGCCGTCACCGACCGTATCCGCAAG MSLHPNIQAVTDRIRKR axonopodis citri CGCAGTGCTCCCTCGCGCGCGGCGTATCTGGCCGGCCTCGATGCCGCC SAPSRAAYLAGIDAALR str. CTGCGTGAGGGCCCGTTCCGTAGCCGGTTGAGCTGCGGCAATCTCGCG EGPFRSRLSCGNLAHGF 306 CATGGCTTCGCTGCGTCCGAGCCGGGCGACAAATCGCGCCTGCGCGGT AASEPTDKSRLRGAATP GCGGCCACGCCGAACCTGGGCATCATCACTGCCTATAACGACATGTTG NLGIITAYNDMLSAHQP TCGGCACATCAGCCGTTCGAGCACTACCCGCAGCTGATCCGCGAAACC FEHYPQLIRETARSLGA GCGCGCTCACTTGGCGCCACTGCGCAGGTGGCCGGCGGCGTGCCGGCG TAQVAGGVPAMCDGV ATGTGTGACGGCGTGACCCAGGGCCGCGCCGGCATGGAGCTGTCGCTG TQGRAGMELSLFSRDNI TTCTCGCGCGACAACATCGCTCAGGCTGCGGCCATTGGCCTGAGCCAT AQAAAIGLSHDMFDSV GACATGTTCGACAGCGTGGTGTACCTGGGGGTGTGCGACAAGATCGTG VYLGVCDKIVPGLLIGA CCGGGTCTGCTGATCGGTGCGCTGGCGTTTGGCCATTTGCCGGCGATCT LAFGHLPAIFMPAGPMT TCATGCCGGCTGGTCCGATGACCCCGGGCATCCCGAACAAGCAGAAAG PGIPNKQKAEVRERYA CCGAAGTCCGCGAACGCTACGCCGCTGGCGAAGCCACCCGCGCCGAAT AGEATRAELLEAESSSY TGCTGGAGGCCGAATCCTCGTCTTATCACTCGCCCGGCACCTGCACCTT HSPGTCTFYGTANSNQ TTACGGCACGGCGAACTCCAACCAGGTGTTGCTCGAAGCGATGGGCGT VLLEAMGVQLPGASFV GCAGTTGCCCGGCGCCTCGTTCGTCAATCCGGAGCTGCCGCTGCGCGA NPELPLRDALTREGTAR TGCACTGACCCGCGAAGGCACCGCACGCGCATTGGCGATCTCCGCGCT ALAISALGDDFRPFGRLI GGGCGATGACTTCCGCCCGTTCGGTCGTTTGATCGACGAACGGGCCAT DERAIVNAVVALMATG CGTCAATGCCGTGGTCGCGCTGATGGCGACCGGCGGTTCGACCAACCA GSTNHTIHWIAVARAA CACCATCCACTGGATCGCAGTGGCGCGTGCGGCCGGCATCGTGTTGAC GIVLTWDDMDLISQTVP CTGGGACGACATGGATCTGATCTCGCAGACCGTGCCGCTGTTGACACG LLTRIYPNGEADVNRFQ CATCTACCCGAACGGCGAAGCCGACGTGAACCGCTTCCAGGCCGCAGG AAGGTAFVFRELMDAG CGGCACGGCGTTCGTGTTCCGCGAATTGATGGACGCCGGCTACATGCA YMHDDLPTIVEGGMRA CGACGACCTGCCGACCATCGTCGAAGGCGGCATGCGCGCGTACGTCAA YVNEPRLQDGKVTYVP CGAACCGCGCCTGCAGGACGGCAAGGTGACCTACGTGCCCGGCACCG GTATTADDSVARPVSD CGACCACTGCCGACGACAGCGTCGCGCGTCCGGTCAGCGATGCATTCG AFESQGGLRLLRGNLG AATCACAAGGCGGCCTGCGCCTGCTGCGCGGCAACCTCGGCCGCTCGT RSLIKLSAVKPQHRSIQ TGATCAAGCTGTCGGCGGTCAAGCCGCAGCACCGCAGCATCCAAGCGC APAVVIDTPQVLNKLH CAGCGGTGGTGATCGACACCCCGCAAGTGCTCAACAAACTGCATGCGG AAGVLPHDFVVVLRYQ CGGGCGTACTGCCGCACGATTTCGTGGTGGTACTGCGCTATCAGGGCC GPRANGMPELHSMAPL CACGCGCAAACGGCATGCCGGAGCTGCATTCGATGGCGCCGCTACTGG LGLLQNQGRRVALVTD GCCTGCTGCAGAACCAGGGCCGGCGCGTGGCGTTGGTCACCGACGGCC GRLSGASGKFPAAIHMT GTCTGTCCGGCGCCTCGGGCAAGTTCCCGGCGGCGATCCACATGACCC PEAARGGPIGRVREGDI CGGAAGCCGCACGCGGCGGCCCGATCGGGCGCGTACGCGAAGGCGAC VRLDGEAGTLEVLVSA ATCGTGCGACTGGACGGCGAAGCCGGCACCTTGGAAGTGCTGGTTTCG EEWASREVAPNTALAG GCCGAAGAATGGGCATCGCGCGAGGTCGCACCGAACACTGCGTTGGC NDLGRNLFAINRQVVG CGGCAACGACCTGGGCCGCAACCTGTTCGCCATCAACCGCCAGGTGGT PADQGAISISCGPTHPD TGGCCCGGCCGACCAGGGCGCGATTTCCATTTCCTGCGGCCCGACCCA GALWSYDAEYELGAD TCCGGACGGTGCGCTGTGGAGCTACGACGCCGAGTACGAACTCGGTGC AAAAAAPHESKDA CGATGCAGCTGCAGCCGCCGCGCCGCACGAGTCCAAGGACGCCTGA (SEQ ID NO: 504) (SEQ ID NO: 503) NP_791117.1 Pseudomonas Pv. ATGCATCCCCGCGTCCTTGAAGTAACCGAGCGGCTCATTGCTCGCAGT MHPRVLEVTERLIARSR syringae tomato CGCGATACCCGTCAGCGCTACCTTCAATTGATTCGAGGCGCAGCGAGC DTRQRYLQLIRGAASD str. GATGGCCCGATGCGCGGCAAGCTTCAATGTGCCAACTTTGCTCACGGC GPMRGKLQCANFAHG DC3000 GTCGCCGCCTGCGGACCGGAGGACAAGCAAAGCCTGCGTTTGATGAAC VAACGPEDKQSLRLMN GCCGCCAACGTGGCAATCGTCTCTTCCTACAATGAAATGCTCTCGGCG AANVAIVSSYNEMLSA CATCAGCCCTACGAGCACTTTCCTGCACAGATCAAACAGGCGTTACGT HQPYEHFPAQIKQALRD GACATTGGTTCGGTCGGTCAGTTTGCCGGCGGCGTGCCTGCCATGTGC IGSVGQFAGGVPAMCD GATGGCGTGACTCAGGGTGAGCCGGGCATGGAACTGGCCATTGCCAGC GVTQGEPGMELAIASRE CGCGAAGTGATTGCCATGTCCACGGCAATTGCCTTGTCACACAATATG VIAMSTAIALSHNMFDA TTCGACGCCGCCATGATGCTGGGTATCTGCGACAAGATCGTCCCCGGC AMMLGICDKIVPGLMM CTGATGATGGGGGCGTTGCGTTTCGGTCATCTGCCGACCATCTTCGTGC GALRFGHLPTIFVPGGP CGGGCGGGCCGATGGTGTCAGGTATCTCCAACAAGGAAAAAGCCGAC MVSGISNKEKADVRQR GTACGGCAGCGTTACGCTGAAGGCAAGGCCAGCCGTGAAGAGCTGCT YAEGKASREELLDSEM GGACTCGGAAATGAAGTCCTATCACGGCCCGGGAACCTGCACGTTCTA KSYHGPGTCTFYGTAN CGGCACCGCCAACACCAATCAGTTGGTGATGGAAGTCATGGGCATGCA TNQLVMEVMGMHLPG CCTTCCCGGTGCCTCGTTCGTCAATCCCTACACACCACTGCGTGATGCG ASFVNPYTPLRDALTAE CTGACAGCTGAAGCGGCTCGTCAGGTCACGCGTCTGACCATGCAAAGC AARQVTRLTMQSGSFM GGCAGTTTCATGCCGATTGGTGAAATCGTCGACGAGCGCTCGCTGGTC PIGEIVDERSLVNSIVAL AATTCCATCGTTGCGCTGCACGCCACCGGCGGCTCGACCAACCACACG HATGGSTNHTLHMPAI CTGCACATGCCGGCGATTGCTCAGGCTGCGGGTATTCAGCTGACCTGG AQAAGIQLTWQDMAD CAGGACATGGCCGACCTCTCCGAAGTGGTGCCGACCCTCAGTCACGTC LSEVVPTLSHVYPNGK TACCCCAACGGCAAGGCCGACATCAACCATTTCCAGGCCGCAGGCGGC ADINHFQAAGGMSFLIR ATGTCGTTCCTGATTCGCGAGCTGCTGGCAGCCGGTCTGCTGCACGAA ELLAAGLLHENVNTVA AACGTTAACACCGTGGCCGGTTATGGCCTGAGCCGCTACACCAAAGAG GYGLSRYTKEPFLEDG CCATTCCTGGAGGATGGCAAACTGGTCTGGCGTGAAGGCCCGCTGGAC KLVWREGPLDSLDENIL AGCCTGGATGAAAACATCCTGCGCCCGGTGGCGCGTCCGTTCTCCCCT RPVARPFSPEGGLRVME GAAGGCGGTTTGCGGGTCATGGAAGGCAACCTGGGTCGCGGTGTCATG GNLGRGVMKVSAVAL AAAGTATCGGCCGTTGCGCTGGAGCATCAGATTGTCGAAGCGCCAGCC EHQIVEAPARVFQDQK CGAGTGTTTCAGGATCAGAAGGAGCTGGCCGATGCGTTCAAGGCCGGC ELADAFKAGELECDFV GAGCTGGAATGTGATTTCGTCGCCGTCATGCGTTTTCAGGGCCCGCGCT AVMRFQGPRCNGMPEL GCAACGGCATGCCCGAACTGCACAAGATGACCCCGTTTCTGGGCGTGC HKMTPFLGVLQDRGFK TGCAGGATCGTGGTTTCAAAGTGGCGCTGGTCACCGATGGACGGATGT VALVTDGRMSGASGKI CGGGCGCCTCAGGCAAGATTCCGGCGGCGATTCACGTCTGCCCGGAAG PAAIHVCPEAFDGGPLA CGTTCGATGGTGGCCCGTTGGCACTGGTACGCGACGGCGATGTGATCC LVRDGDVIRVDGVKGT GCGTGGATGGCGTAAAAGGCACGTTACAAGTGCTGGTCGAAGCGTCA LQVLVEASELAAREPAI GAATTGGCCGCCCGAGAACCGGCCATCAACCAGATCGACAACAGTGTC NQIDNSVGCGRELFGF GGCTGCGGTCGCGAGCTTTTTGGATTCATGCGCATGGCCTTCAGCTCCG MRMAFSSAEQGASAFT CAGAGCAAGGCGCCAGCGCCTTTACCTCTAGTCTGGAGACGCTCAAGT SSLETLK (SEQ ID NO: GA (SEQ ID NO: 505) 506) YP_261706.1 Pseudomonas Pf-5 ATGCATCCCCGCGTTCTTGAGGTCACCGAACGGCTTATCGCCCGTAGTC MHPRVLEVTERLIARSR fluorescens GCGCCACTCGCCAGGCCTATCTCGCGCTGATCCGCGATGCCGCCAGCG ATRQAYLALIRDAASD ACGGCCCGCAGCGGGGCAAGCTGCAATGTGCGAACTTCGCCCACGGC GPQRGKLQCANFAHGV GTGGCCGGTTGCGGCACCGACGACAAGCACAACCTGCGGATGATGAA AGCGTDDKHNLRMMN TGCGGCCAACGTGGCAATTGTTTCGTCATATAACGACATGTTGTCGGC AANVAIVSSYNDMLSA GCACCAGCCTTACGAGGTGTTCCCCGAGCAGATCAAGCGCGCCCTGCG HQPYEVFPEQIKRALRE CGAGATCGGCTCGGTGGGCCAGTTCGCCGGCGGCACCCCGGCCATGTG IGSVGQFAGGTPAMCD CGATGGCGTGACCCAGGGCGAGGCCGGTATGGAACTGAGCCTGCCGA GVTQGEAGMELSLPSR GCCGTGAAGTGATCGCCCTGTCTACGGCGGTGGCCCTCTCTCACAACA EVIALSTAVALSHNMFD TGTTCGATGCCGCGCTGATGCTGGGGATCTGCGACAAGATTGTCCCGG AALMLGICDKIVPGLM GGTTGATGATGGGCGCTCTGCGCTTCGGTCACCTGCCGACCATCTTCGT MGALRFGHLPTIFVPGG TCCGGGCGGGCCCATGGTCTCGGGCATTTCCAACAAGCAGAAAGCCGA PMVSGISNKQKADVRQ CGTGCGCCAGCGTTACGCCGAAGGCAAGGCCAGCCGCGAGGAACTGC RYAEGKASREELLESE TGGAGTCGGAAATGAAGTCCTACCACAGCCCCGGCACCTGCACTTTCT MKSYHSPGTCTFYGTA ACGGCACCGCCAACACCAACCAGTTGCTGATGGAAGTGATGGGCCTGC NTNQLLMEVMGLHLPG ACCTGCCGGGCGCCTCTTTCGTCAACCCCAATACGCCGCTGCGCGACG ASFVNPNTPLRDALTHE CCCTGACCCATGAGGCGGCGCAGCAGGTCACGCGCCTGACCAAGCAG AAQQVTRLTKQSGAFM AGCGGGGCCTTCATGCCGATTGGCGAGATCGTCGACGAGCGCGTGCTG PIGEIVDERVLVNSIVAL GTCAACTCCATCGTTGCCCTGCACGCCACGGGCGGCTCCACCAACCAC HATGGSTNHTLHMPAI ACCCTGCACATGCCGGCCATCGCCCAGGCGGCGGGCATCCAGCTGACC AQAAGIQLTWQDMAD TGGCAGGACATGGCCGACCTCTCCGAGGTGGTGCCGACCCTGTCCCAC LSEVVPTLSHVYPNGK GTCTATCCAAACGGCAAGGCCGATATCAACCACTTCCAGGCGGCGGGC ADINHFQAAGGMSFLIR GGCATGTCTTTCCTGATCCGCGAGCTGCTGGAAGCCGGCCTGCTCCAC ELLEAGLLHEDVNTVA GAAGACGTCAATACCGTGGCCGGCCGCGGCCTGAGCCGCTATACCCAG GRGLSRYTQEPFLDNG GAACCCTTCCTGGACAACGGCAAGCTGGTGTGGCGCGACGGCCCGATT KLVWRDGPIESLDENIL GAAAGCCTGGACGAAAACATCCTGCGCCCGGTGGCCCGGGCGTTCTCT RPVARAFSAEGGLRVM GCGGAGGGCGGCTTGCGGGTCATGGAAGGCAACCTCGGTCGCGGCGT EGNLGRGVMKVSAVAP GATGAAGGTTTCCGCCGTGGCCCCGGAGCACCAGATCGTCGAGGCCCC EHQIVEAPAVVFQDQQ GGCCGTGGTGTTCCAGGACCAGCAGGACCTGGCCGATGCCTTCAAGGC DLADAFKAGLLEKDFV CGGCCTGCTGGAGAAGGACTTCGTCGCGGTGATGCGCTTCCAGGGCCC AVMRFQGPRSNGMPEL GCGCTCCAACGGCATGCCCGAGCTGCACAAGATGACCCCCTTCCTCGG HKMTPFLGVLQDRGFK GGTGCTGCAGGACCGCGGCTTCAAGGTGGCGCTGGTCACCGACGGGCG VALVTDGRMSGASGKI CATGTCCGGCGCTTCGGGCAAGATTCCGGCAGCGATCCATGTCAGCCC PAAIHVSPEAQVGGAL CGAAGCCCAGGTGGGTGGCGCGCTGGCCCGGGTGCTGGACGGCGATA ARVLDGDIIRVDGVKG TCATCCGAGTGGATGGCGTCAAGGGCACCCTGGAGCTTAAGGTAGACG TLELKVDAAEFAAREP CCGCAGAATTCGCCGCCCGGGAGCCGGCCAAGGGCCTGCTGGGCAAC AKGLLGNNVGTGRELF AACGTTGGCACCGGCCGCGAACTCTTCGCCTTCATGCGCATGGCCTTC AFMRMAFSSAEQGASA AGCTCGGCAGAGCAGGGCGCCAGCGCCTTTACCTCTGCCCTGGAGACG FTSALETLK (SEQ ID CTCAAGTGA (SEQ ID NO: 507) NO: 508) ZP_0359148.1 Bacillus sub- ATGGCAGAATTACGCAGTAATATGATCACACAAGGAATCGATAGAGCT MAELRSNMITQGIDRAP subtilis tilis CCGCACCGCAGTTTGCTTCGTGCAGCAGGGGTAAAAGAAGAGGATTTC HRSLLRAAGVKEEDFG str. GGCAAGCCGTTTATTGCGGTGTGTAATTCATACATTGATATCGTTCCCG KPFIAVCNSYIDIVPGHV 168 GTCATGTTCACTTGCAGGAGTTTGGGAAAATCGTAAAAGAAGCAATCA HLQEFGKIVKEAIREAG GAGAAGCAGGGGGCGTTCCGTTTGAATTTAATACCATTGGGGTAGATG GVPFEFNTIGVDDGIAM ATGGCATCGCAATGGGGCATATCGGTATGAGATATTCGCTGCCAAGCC GHIGMRYSLPSREIIADS GTGAAATTATCGCAGACTCTGTGGAAACGGTTGTATCCGCACACTGGT VETVVSAHWFDGMVCI TTGACGGAATGGTCTGTATTCCGAACTGCGACAAAATCACACCGGGAA PNCDKITPGMLMAAMR TGCTTATGGCGGCAATGCGCATCAACATTCCGACGATTTTTGTCAGCG INIPTIFVSGGPMAAGRT GCGGACCGATGGCGGCAGGAAGAACAAGTTACGGGCGAAAAATCTCC SYGRKISLSSVFEGVGA CTTTCCTCAGTATTCGAAGGGGTAGGCGCCTACCAAGCAGGGAAAATC YQAGKINENELQELEQF AACGAAAACGAGCTTCAAGAACTAGAGCAGTTCGGATGCCCAACGTG GCPTCGSCSGMFTANS CGGGTCTTGCTCAGGCATGTTTACGGCGAACTCAATGAACTGTCTGTC MNCLSEALGLALPGNG AGAAGCACTTGGTCTTGCTTTGCCGGGTAATGGAACCATTCTGGCAAC TILATSPERKEFVRKSA ATCTCCGGAACGCAAAGAGTTTGTGAGAAAATCGGCTGCGCAATTAAT AQLMETIRKDIKPRDIV GGAAACGATTCGCAAAGATATCAAACCGCGTGATATTGTTACAGTAAA TVKAIDNAFALDMALG AGCGATTGATAACGCGTTTGCACTCGATATGGCGCTCGGAGGTTCTAC GSTNTVLHTLALANEA AAATACCGTTCTTCATACCCTTGCCCTTGCAAACGAAGCCGGCGTTGA GVEYSLERINEVAERVP ATACTCTTTAGAACGCATTAACGAAGTCGCTGAGCGCGTGCCGCACTT HLAKLAPASDVFIEDLH GGCTAAGCTGGCGCCTGCATCGGATGTGTTTATTGAAGATCTTCACGA EAGGVSAALNELSKKE AGCGGGCGGCGTTTCAGCGGCTCTGAATGAGCTTTCGAAGAAAGAAG GALHLDALTVTGKTLG GAGCGCTTCATTTAGATGCGCTGACTGTTACAGGAAAAACTCTTGGAG ETIAGHEVKDYDVIHPL AAACCATTGCCGGACATGAAGTAAAGGATTATGACGTCATTCACCCGC DQPFTEKGGLAVLFGN TGGATCAACCATTCACTGAAAAGGGAGGCCTTGCTGTTTTATTCGGTA LAPDGAIIKTGGVQNGI ATCTAGCTCCGGACGGCGCTATCATTAAAACAGGCGGCGTACAGAATG TRHEGPAVVFDSQDEA GGATTACAAGACACGAAGGGCCGGCTGTCGTATTCGATTCTCAGGACG LDGIINRKVKEGDVVIIR AGGCGCTTGACGGCATTATCAACCGAAAAGTAAAAGAAGGCGACGTT YEGPKGGPGMPEMLAP GTCATCATCAGATACGAAGGGCCAAAAGGCGGACCTGGCATGCCGGA TSQIVGMGLGPKVALIT AATGCTGGCGCCAACATCCCAAATCGTTGGAATGGGACTCGGGCCAAA DGRFSGASRGLSIGHVS AGTGGCATTGATTACGGACGGACGTTTTTCCGGAGCCTCCCGTGGCCT PEAAEGGPLAFVENGD CTCAATCGGCCACGTATCACCTGAGGCCGCTGAGGGCGGGCCGCTTGC HIIVDIEKRILDVQVPEE CTTTGTTGAAAACGGAGACCATATTATCGTTGATATTGAAAAACGCAT EWEKRKANWKGFEPK CTTGGATGTACAAGTGCCAGAAGAAGAGTGGGAAAAACGAAAAGCGA VKTGYLARYSKLVTSA ACTGGAAAGGTTTTGAACCGAAAGTGAAAACCGGCTACCTGGCACGTT NTGGIMKI (SEQ ID NO: ATTCTAAACTTGTGACAAGTGCCAACACCGGCGGTATTATGAAAATCT 510) AG (SEQ ID NO: 509) YP_091897.1 Bacillus ATCC ATGACAGGTTTACGCAGTGACATGATTACAAAAGGGATCGACAGAGC MTGLRSDMITKGIDRAP licheniformis 14580 GCCGCACCGCAGTTTGCTGCGCGCGGCTGGGGTAAAAGAAGAGGACTT HRSLLRAAGVKEEDFG CGGCAAACCGTTTATTGCCGTTTGCAACTCATACATCGATATCGTACCG KPFIAVCNSYIDIVPGHV GGTCATGTCCATTTGCAGGAGTTTGGAAAAATCGTCAAAGAGGCGATC HLQEFGKIVKEAIREAG AGAGAGGCCGGCGGTGTTCCGTTTGAATTTAATACAATCGGGGTCGAC GVPFEFNTIGVDDGIAM GACGGAATTGCGATGGGGCACATCGGAATGAGGTATTCTCTCCCGAGC GHIGMRYSLPSREIIADS CGCGAAATCATCGCAGATTCAGTGGAAACGGTTGTATCGGCGCACTGG VETVVSAHWFDGMVCI TTTGACGGAATGGTATGTATTCCAAACTGTGATAAAATCACACCGGGC PNCDKITPGMIMAAMRI ATGATCATGGCGGCAATGCGGATCAACATTCCGACCGTGTTTGTCAGC NIPTVFVSGGPMEAGRT GGGGGGCCGATGGAAGCGGGAAGAACGAGCGACGGACGAAAAATCTC SDGRKISLSSVFEGVGA GCTTTCCTCTGTATTTGAAGGCGTTGGCGCTTATCAATCAGGCAAAATC YQSGKIDEKGLEELEQF GATGAGAAAGGACTCGAGGAGCTTGAACAGTTCGGCTGTCCGACTTGC GCPTCGSCSGMFTANS GGATCATGCTCGGGCATGTTTACGGCGAACTCGATGAACTGTCTTTCTG MNCLSEALGIAMPGNG AAGCTCTTGGCATCGCCATGCCGGGCAACGGCACCATTTTGGCGACAT TILATSPDRREFAKQSA CGCCCGACCGCAGGGAATTTGCCAAACAGTCGGCCCGCCAGCTGATGG RQLMELIKSDIKPRDIVT AGCTGATCAAGTCGGATATCAAACCGCGCGACATCGTGACCGAAAAA EKAIDNAFALDMALGG GCGATCGACAACGCGTTCGCTTTAGACATGGCGCTCGGCGGATCAACG STNTILHTLAIANEAGV AATACGATCCTTCATACGCTTGCGATCGCCAATGAAGCGGGTGTAGAC DYSLERINEVAARVPHL TATTCGCTTGAACGGATCAATGAGGTAGCGGCAAGGGTTCCGCATTTA SKLAPASDVFIEDLHEA TCGAAGCTTGCACCGGCTTCCGATGTGTTTATTGAAGATTTGCATGAAG GGVSAVLNELSKKEGA CAGGAGGCGTATCGGCAGTCTTAAACGAGCTGTCGAAAAAAGAAGGC LHLDTLTVTGKTLGENI GCGCTTCACTTGGATACGCTGACTGTAACGGGGAAAACGCTTGGCGAA AGREVKDYEVIHPIDQP AATATTGCCGGACGCGAAGTGAAAGATTACGAGGTCATTCATCCGATC FSEQGGLAVLFGNLAP GATCAGCCGTTTTCAGAGCAAGGCGGACTCGCCGTCCTGTTCGGCAAC DGAIIKTGGVQDGITRH CTGGCTCCTGACGGTGCGATCATTAAAACGGGCGGCGTCCAAGACGGG EGPAVVFDSQEEALDGI ATTACCCGCCATGAAGGACCTGCGGTTGTCTTTGATTCACAGGAAGAA INRKVKAGDVVIIRYEG GCGCTTGACGGCATCATCAACCGTAAAGTAAAAGCGGGAGATGTCGTC PKGGPGMPEMLAPTSQI ATCATCCGCTATGAAGGCCCTAAAGGCGGACCGGGAATGCCTGAAATG VGMGLGPKVALITDGR CTTGCGCCGACTTCACAGATCGTCGGAATGGGCCTCGGCCCGAAAGTC FSGASRGLSIGHVSPEA GCCTTGATTACCGACGGCCGCTTTTCAGGAGCCTCCCGCGGTCTTTCGA AEGGPLAFVENGDHIV TCGGCCACGTTTCACCGGAAGCAGCCGAAGGCGGCCCGCTTGCTTTCG VDIEKRILNIEISDEEWE TAGAAAACGGCGACCATATCGTTGTCGATATCGAAAAGCGGATTTTAA KRKANWPGFEPKVKTG ACATCGAAATCTCCGATGAGGAATGGGAAAAAAGAAAAGCAAACTGG YLARYSKLVTSANTGGI CCCGGCTTTGAACCGAAAGTGAAAACGGGCTATCTCGCCAGGTATTCA MKI (SEQ ID NO: 512) AAGCTTGTGACATCTGCCAATACCGGCGGCATTATGAAAATCTAG (SEQ ID NO: 511) NP_0718074.1 Sewanella MR-1 ATGCACTCAGTCGTTCAATCTGTTACTGACAGAATTATTGCCCGTAGCA MHSVVQSVTDRIIARSK oneidensis AAGCATCTCGTGAAGCATACCTTGCTGCGTTAAACGATGCCCGTAACC ASREAYLAALNDARNH ATGGTGTACACCGAAGTTCCTTAAGTTGCGGTAACTTAGCCCACGGTTT GVHRSSLSCGNLAHGF TGCGGCTTGTAATCCCGATGACAAAAATGCATTGCGTCAATTGACGAA AACNPDDKNALRQLTK GGCCAATATTGGGATTATCACCGCATTCAACGATATGTTATCTGCACA ANIGIITAFNDMLSAHQ CCAACCCTATGAAACCTATCCTGATTTGCTGAAAAAAGCCTGTCAGGA PYETYPDLLKKACQEV AGTCGGTAGTGTTGCGCAGGTGGCTGGCGGTGTTCCCGCCATGTGTGA GSVAQVAGGVPAMCD CGGCGTGACTCAAGGTCAGCCCGGTATGGAATTGAGCTTACTGAGCCG GVTQGQPGMELSLLSR TGAAGTGATTGCGATGGCAACCGCGGTTGGCTTATCACACAATATGTT EVIAMATAVGLSHNMF TGATGGAGCCTTACTCCTCGGTATTTGCGATAAAATTGTACCGGGTTTA DGALLLGICDKIVPGLLI CTGATTGGTGCCTTAAGTTTTGGCCATTTACCTATGTTGTTTGTGCCCG GALSFGHLPMLFVPAGP CAGGCCCAATGAAATCGGGTATTCCTAATAAGGAAAAAGCTCGCATTC MKSGIPNKEKARIRQQF GTCAGCAATTTGCTCAAGGTAAGGTCGATAGAGCACAACTGCTCGAAG AQGKVDRAQLLEAEAQ CGGAAGCCCAGTCTTACCACAGTGCGGGTACTTGTACCTTCTATGGTA SYHSAGTCTFYGTANS CCGCTAACTCGAACCAACTGATGCTCGAAGTGATGGGGCTGCAATTGC NQLMLEVMGLQLPGSS CGGGTTCATCTTTTGTGAATCCAGACGATCCACTGCGCGAAGCCTTAA FVNPDDPLREALNKMA ACAAAATGGCGGCCAAGCAGGTTTGTCGTTTAACTGAACTAGGCACTC AKQVCRLTELGTQYSPI AATACAGTCCGATTGGTGAAGTCGTTAACGAAAAATCGATAGTGAATG GEVVNEKSIVNGIVALL GTATTGTTGCATTGCTCGCGACGGGTGGTTCAACAAACTTAACCATGC ATGGSTNLTMHIVAAA ACATTGTGGCGGCGGCCCGTGCTGCAGGTATTATCGTCAACTGGGATG RAAGIIVNWDDFSELSD ACTTTTCGGAATTATCCGATGCGGTGCCTTTGCTGGCACGTGTTTATCC AVPLLARVYPNGHADI AAACGGTCATGCGGATATTAACCATTTCCACGCTGCGGGTGGTATGGC NHFHAAGGMAFLIKEL TTTCCTTATCAAAGAATTACTCGATGCAGGTTTGCTGCATGAGGATGTC LDAGLLHEDVNTVAGY AATACTGTCGCGGGTTATGGTCTGCGCCGTTACACCCAAGAGCCTAAA GLRRYTQEPKLLDGEL CTGCTTGATGGCGAGCTGCGCTGGGTCGATGGCCCAACAGTGAGTTTA RWVDGPTVSLDTEVLT GATACCGAAGTATTAACCTCTGTGGCAACACCATTCCAAAACAACGGT SVATPFQNNGGLKLLK GGTTTAAAGCTGCTGAAGGGTAACTTAGGCCGCGCTGTGATTAAAGTG GNLGRAVIKVSAVQPQ TCTGCCGTTCAGCCACAGCACCGTGTGGTGGAAGCGCCCGCAGTGGTG HRVVEAPAVVIDDQNK ATTGACGATCAAAACAAACTCGATGCGTTATTTAAATCCGGCGCATTA LDALFKSGALDRDCVV GACAGGGATTGTGTGGTGGTGGTGAAAGGCCAAGGGCCGAAAGCCAA VVKGQGPKANGMPEL CGGTATGCCAGAGCTGCATAAACTAACGCCGCTGTTAGGTTCATTGCA HKLTPLLGSLQDKGFK GGACAAAGGCTTTAAAGTGGCACTGATGACTGATGGTCGTATGTCGGG VALMTDGRMSGASGK CGCATCGGGCAAAGTACCTGCGGCGATTCATTTAACCCCTGAAGCGAT VPAAIHLTPEAIDGGLIA TGATGGCGGGTTAATTGCAAAGGTACAAGACGGCGATTTAATCCGAGT KVQDGDLIRVDALTGE TGATGCACTGACCGGCGAGCTGAGTTTATTAGTCTCTGACACCGAGCT LSLLVSDTELATRTATEI TGCCACCAGAACTGCCACTGAAATTGATTTACGCCATTCTCGTTATGGC DLRHSRYGMGRELFGV ATGGGGCGTGAGTTATTTGGAGTACTGCGTTCAAACTTAAGCAGTCCT LRSNLSSPETGARSTSAI GAAACCGGTGCGCGTAGTACTAGCGCCATCGATGAACTTTACTAA DELY (SEQ ID NO: 84) (SEQ ID NO: 83) YP_190870.1 Gluconobacter 621H ATGTCTCTGAATCCCGTCGTCGAGAGCGTGACTGCCCGTATCATCGAG MSLNPVVESVTARIIER oxydans CGTTCGAAAGTCTCCCGTCGCCGGTATCTCGCCCTGATGGAGCGCAAC SKVSRRRYLALMERNR CGCGCCAAGGGTGTGCTCCGGCCCAAGCTGGCCTGCGGTAATCTGGCG AKGVLRPKLACGNLAH CATGCCATCGCAGCGTCCAGCCCCGACAAGCCGGATCTGATGCGTCCC AIAASSPDKPDLMRPTG ACCGGGACCAATATCGGCGTGATCACGACCTATAACGACATGCTCTCG TNIGVITTYNDMLSAHQ GCGCATCAGCCGTATGGCCGCTATCCCGAGCAGATCAAGCTGTTCGCC PYGRYPEQIKLFAREVG CGTGAAGTCGGTGCGACGGCCCAGGTTGCAGGCGGCGCACCAGCAAT ATAQVAGGAPAMCDG GTGTGATGGTGTGACGCAGGGGCAGGAGGGCATGGAACTCTCCCTGTT VTQGQEGMELSLFSRD CTCCCGTGACGTGATCGCCATGTCCACGGCGGTCGGGCTGAGCCACGG VIAMSTAVGLSHGMFE CATGTTTGAGGGCGTGGCGCTGCTGGGCATCTGTGACAAGATTGTGCC GVALLGICDKIVPGLLM GGGCCTTCTGATGGGCGCGCTGCGCTTCGGTCATCTCCCGGCCATGCTG GALRFGHLPAMLIPAGP ATCCCGGCAGGGCCAATGCCGTCCGGTCTTCCAAACAAGGAAAAGCA MPSGLPNKEKQRIRQLY GCGCATCCGCCAGCTCTATGTGCAGGGCAAGGTCGGGCAGGACGAGCT VQGKVGQDELMEAEN GATGGAAGCGGAAAACGCCTCCTATCACAGCCCGGGCACCTGCACGTT ASYHSPGTCTFYGTANT CTATGGCACGGCCAATACGAACCAGATGATGGTCGAAATCATGGGTCT NQMMVEIMGLMMPDS GATGATGCCGGACTCGGCTTTCATCAATCCCAACACGAAGCTGCGTCA AFINPNTKLRQAMTRSG GGCAATGACCCGCTCGGGTATTCACCGTCTGGCCGAAATCGGCCTGAA IHRLAEIGLNGEDVRPL CGGCGAGGATGTGCGCCCGCTCGCTCATTGCGTAGACGAAAAGGCCAT AHCVDEKAIVNAAVGL CGTGAATGCGGCGGTCGGGTTGCTGGCGACGGGTGGTTCGACCAACCA LATGGSTNHSIHLPAIA TTCGATCCATCTTCCTGCTATCGCCCGTGCCGCTGGTATCCTGATCGAC RAAGILIDWEDISRLSSA TGGGAAGACATCAGCCGCCTGTCGTCCGCGGTTCCGCTGATCACCCGT VPLITRVYPSGSEDVNA GTTTATCCGAGCGGTTCCGAGGACGTGAACGCGTTCAACCGCGTGGGT FNRVGGMPTVIAELTR GGTATGCCGACCGTGATCGCCGAACTGACGCGCGCCGGGATGCTGCAC AGMLHKDILTVSRGGF AAGGACATTCTGACGGTCTCTCGTGGCGGTTTCTCCGATTATGCCCGTC SDYARRASLEGDEIVYT GCGCATCGCTGGAAGGCGATGAGATCGTCTACACCCACGCGAAGCCGT HAKPSTDTDILRDVATP CCACGGACACCGATATCCTGCGCGATGTGGCTACGCCTTTCCGGCCCG FRPDGGMRLMTGNLGR ATGGCGGTATGCGCCTGATGACTGGTAATCTGGGCCGCGCGATCTACA AIYKSSAIAPEHLTVEAP AGAGCAGCGCTATTGCGCCCGAGCACCTGACCGTTGAAGCGCCGGCAC ARVFQDQHDVLTAYQN GGGTCTTCCAGGACCAGCATGACGTCCTCACGGCCTATCAGAATGGTG GELERDVVVVVRFQGP AGCTTGAGCGTGATGTTGTCGTGGTCGTCCGGTTCCAGGGACCGGAAG EANGMPELHKLTPTLG CCAACGGCATGCCGGAGCTTCACAAGCTGACCCCGACTCTGGGCGTGC VLQDRGFKVALLTDGR TTCAGGATCGCGGCTTCAAGGTGGCCCTGCTGACGGATGGACGCATGT MSGASGKVPAAIHVGP CCGGTGCGAGCGGCAAGGTGCCGGCCGCCATTCATGTCGGTCCCGAAG EAQVGGPIARVRDGDM CGCAGGTTGGCGGTCCGATCGCCCGCGTGCGGGACGGCGACATGATCC IRVCAVTGQIEALVDAA GTGTCTGCGCGGTGACGGGACAGATCGAGGCTCTGGTGGATGCCGCCG EWESRKPVPPPLPALGT AGTGGGAGAGCCGCAAGCCGGTCCCGCCGCCGCTCCCGGCATTGGGA GRELFALMRSVHDPAE ACGGGCCGCGAACTGTTCGCGCTGATGCGTTCGGTGCATGATCCGGCC AGGSAMLAQMDRVIEA GAGGCTGGCGGATCCGCGATGCTGGCCCAGATGGATCGCGTGATCGAA VGDDIH (SEQ ID NO: GCCGTTGGCGACGACATTCACTAA (SEQ ID NO: 85) 86) ZP_06145432.1 Ruminococcus FD-1 ATGAGCGATAATTTTTTCTGCGAGGGTGCGGATAAAGCCCCTCAGCGT MSDNFFCEGADKAPQR flavefaciens TCACTTTTCAATGCACTGGGCATGACTAAAGAGGAAATGAAGCGTCCC SLFNALGMTKEEMKRP CTCGTTGGTATCGTTTCTTCCTACAATGAGATCGTTCCCGGCCATATGA LVGIVSSYNEIVPGHMN ACATCGACAAGCTGGTCGAAGCCGTTAAGCTGGGTGTAGCTATGGGCG IDKLVEAVKLGVAMGG GCGGCACTCCTGTTGTTTTCCCTGCTATCGCTGTATGCGACGGTATCGC GTPVVFPAIAVCDGIAM TATGGGTCACACAGGCATGAAGTACAGCCTTGTTACCCGTGACCTTAT GHTGMKYSLVTRDLIA TGCCGATTCTACAGAGTGTATGGCTCTTGCTCATCACTTCGACGCACTG DSTECMALAHHFDALV GTAATGATACCTAACTGCGACAAGAACGTTCCCGGCCTGCTTATGGCG MIPNCDKNVPGLLMAA GCTGCACGTATCAATGTTCCTACTGTATTCGTAAGCGGCGGCCCTATGC ARINVPTVFVSGGPMLA TTGCAGGCCATGTAAAGGGTAAGAAGACCTCTCTTTCATCCATGTTCG GHVKGKKTSLSSMFEA AGGCTGTAGGCGCTTACACAGCAGGCAAGATAGACGAGGCTGAACTT VGAYTAGKIDEAELDE GACGAATTCGAGAACAAGACCTGCCCTACCTGCGGTTCATGTTCGGGT FENKTCPTCGSCSGMY ATGTATACCGCTAACTCCATGAACTGCCTCACTGAGGTACTGGGTATG TANSMNCLTEVLGMGL GGTCTCAGAGGCAACGGCACTATCCCTGCTGTTTACTCCGAGCGTATC RGNGTIPAVYSERIKLA AAGCTTGCAAAGCAGGCAGGTATGCAGGTTATGGAACTCTACAGAAA KQAGMQVMELYRKNI GAATATCCGCCCTCTCGATATCATGACAGAGAAGGCTTTCCAGAACGC RPLDIMTEKAFQNALTA TCTCACAGCTGATATGGCTCTTGGATGTTCCACAAACAGTATGCTCCAT DMALGCSTNSMLHLPA CTCCCTGCTATCGCCAACGAATGCGGCATAAATATCAACCTTGACATG IANECGININLDMANEIS GCTAACGAGATAAGCGCCAAGACTCCTAACCTCTGCCATCTTGCACCG AKTPNLCHLAPAGHTY GCAGGCCACACCTACATGGAAGACCTCAACGAAGCAGGCGGAGTTTA MEDLNEAGGVYAVLN TGCAGTTCTCAACGAGCTGAGCAAAAAGGGACTTATCAACACCGACTG ELSKKGLINTDCMTVT CATGACTGTTACAGGCAAGACCGTAGGCGAGAATATCAAGGGCTGCAT GKTVGENIKGCINRDPE CAACCGTGACCCTGAGACTATCCGTCCTATCGACAACCCATACAGTGA TIRPIDNPYSETGGIAVL AACAGGCGGAATCGCCGTACTCAAGGGCAATCTTGCTCCCGACAGATG KGNLAPDRCVVKRSAV TGTTGTGAAGAGAAGCGCAGTTGCTCCCGAAATGCTGGTACACAAAGG APEMLVHKGPARVFDS CCCTGCAAGAGTATTCGACAGCGAGGAAGAAGCTATCAAGGTCATCTA EEEAIKVIYEGGIKAGD TGAGGGCGGTATCAAGGCAGGCGACGTTGTTGTTATCCGTTACGAAGG VVVIRYEGPAGGPGMR CCCTGCAGGCGGCCCCGGCATGAGAGAAATGCTCTCTCCTACATCAGC EMLSPTSAIQGAGLGST TATACAGGGTGCAGGTCTCGGCTCAACTGTTGCTCTAATCACTGACGG VALITDGRFSGATRGAA ACGTTTCAGCGGCGCTACCCGTGGTGCGGCTATCGGACACGTATCCCC IGHVSPEAVNGGTIAYV CGAAGCTGTAAACGGCGGTACTATCGCATATGTCAAGGACGGCGATAT KDGDIISIDIPNYSITLEV TATCTCCATCGACATACCGAATTACTCCATCACTCTTGAAGTATCCGAC SDEELAERKKAMPIKR GAGGAGCTTGCAGAGCGCAAAAAGGCAATGCCTATCAAGCGCAAGGA KENITGYLKRYAQQVS GAACATCACAGGCTATCTGAAGCGCTATGCACAGCAGGTATCATCCGC SADKGAIINRK (SEQ ID AGACAAGGGCGCTATCATCAACAGGAAATAG (SEQ ID NO: 87) NO: 88)

Example 40 Unique 200-mer Nucleotide Sequences Used for Integration Constructs

200-mer Number Sequence (SEQ ID NOS 513-531, respectively, in order of appearance) 30 CACGCACGGACCGACCGTCACCGGACCGTTTCGCGCGACGTGCGCGAGGCTCCGACACGAAA GACGGGCCCCCTATTGCGCTCATGTCGGCCGCACCCCTGCGTAAAGTCAGATACGTGCGCCA CCCGAGCCGGGACCGCCCTGAGCGCATGGTCCGGGCGGCGTGGCAAGCGCAGGAGGGCGTGC CCCGTTCGCTAGGCA 44 ACGTATGTCGGCTGATCGTACACGCCGACCAGCGCAGTCGGCGTACTCAGGCGTTCCGAGTA GCTCACATCTGTGGGCCCCGGCGTACCTTCGGCAGGGTTATGCGACGGGGCGGCAGGCTTGC GCTGGCGTCGGGAATCACCGCGAACTTGACCCGCGCCGGTTCCGTATCGGTCCGCTGCGGCC GTGCTCCGCAGTCGA 45 TGCAGTCCGCCCAGCCGGCCGTGTAGCACGGCCGACTGCAGGTGCGACGTGCTAGGGGCCAG CACGCGAGCGGCCCTACCACGGGTCGTGTGGGGCGCATGACCGCCGGCCGGGTCTCGGCACG GGGCGACGCGGTGCTCCTAGGCTAGCAGGGCCTCACCGGGTGATCCCCCGTGTAGCGCCGCA CAACACCCCCTGCGA 49 TGCCCGCATACCGCCCGCCCACTGGGGATCCTCCGGCGCTGTCGCGCTATGCGCGTCCATCC TGGTCGGACGGGCTCGGGCCCCGGACCAAACCGCAGCGGCCCCTGGCAGCGACTAAGGGCGC CGTCTCACCCTAGACTTCTTAATCGGGGTGTCCCGGTAGGCCGGGAGTAGCCTCGGCGGGCT AGCCGCGTGACTATA 78 GCGGGTTAGTCCCCGTCGGACGTCATGCATACAGTCGGGGCTGGCGAGACAGGAGGCTACAG GGGGCGCCCGGAGGAACACACGTGGGACTAAGACGTCGGTCCGTGTGCCCCCGAACCGGCGT GCTCATCGTAGGACTGGGAAGTCCGTACCGCGTGGCTCGTACCTCGCGGTCTGAGTCCGACA CCCGCTGACGCCGGA 13 CTGAGACGACTCCCGCACTACGGATCGCGAGCGTAGACTCAGCCCGGACTCTCACGCGACCT CGGACGCGGCCTAATGTCTCGACTCGCGGTCCGCTGAAGGTCTCGGGGCACGCGAGACGCGG GGTCAGGCCGGGGGGATCCCCGCACACACTCAGTCGCGGCGAACGGAGTCCCGTGGCCTGGC TAGGGATCGTGGGTA 60 GGGGCGTCCACTCTGGCTCGGTAGAGCGCTGGGCTCCGCGCGACTGCGCGCACCCATCGGTT TGGCGCGACGCACCGTGGACTCCTGGGCTAGAGGGCGGGTCCCCGCCATACCCCGTTCTCGT GCCGGCTGGGTAGGACCGGAGTGACGGCTGTGGCCGGCGACTCGGGCGCGCACTGTAGTCGG ATCTGGGCGGGCAGA 92 GTCGGGCGCGCGTCAGTCCACGCGTTAAACACTGGCCGACGACACGACGGGATCCGGGCACG CCCCGAGAGCGCGTGTTCGCGCGAGTCGATCGGGAGGCCGCAGCGTGTCGAGCCCAGACCCC GCTCTAGCGTGGCCATCGCGGTGCTAAGTGGGGCGGCCGGGTCCTATACACGCTTACCGATA GTCAAGTTTGCGTGA 127 GTCTTAGGGCCCAGGGACCGCACGGGTCGACCGCGCGACTGGTCGGAGCTTGCGCGTCTACG CCACTCGGCGGCCCCGACGGGGGATGCCGCGGAATGTCCGCCGGCGTATGCGGCTCAAGCCG GACCGTCGGACTGCGAAGCGCCGTGAGCACCCCTCGACCTGACCGGACGCGGCGCACCCGTC CGAGTATCGTCGCGA 153 TCGGGTCTCGCCCGGCGCTAGTCCAGCCGTAGCGCTCTCCGGCGATCACCCCGGAGCACTCT GGAGCCGAGCGGTCGGGTCTGTTGGGCGCGCCGCGGCTACGGACGGCTCGACTCACTGGCGC TCGACCCCGTATCCCCCGTCTCGGACGACGCACCGTTGCGCGGGAACGATCGGCGGCGCTCA CACGCACGATCGGAA 299 CTTAAGGCTGGCGCACCATGAGGGCCGCGCCACGTCCGACCCGCAGCCCGCGCGTAGTAGCC TAGCCGGGCGGGGTTCCTCCCGTGCGTCACCTAGCACGGGGCCTGGCACCGAACGCGAGCCC GTCCGGTCACCGCGGCGGGTCTGCGGACGTCCCCGGTCGCTCGGCTCGGAGTCCCCGCTGGG GATCGCGTCGGGACA 317 CGACGGCGTAGCACTCGCGGACCTAGGGCGCGCGAGTCGGGGGAGCCCGCGGTGCGACGCTC GGGGAGGAGCTCGCATGCCCAAGGCACGATCTAGGGGGGGGTACGGGGGGCGTCCGTCCGAG CGCCGGGACTGCGATCCGGGGCCACATGCTAACCGGCGGAAGGGGGGACCTAACCGGTGTGG ACTCCGGGTAATCCA 319 CGGGGGGCTGACACGTCTCGGATCGCCCCGTCAGTCAGCCCCCTAGTCCCGGACAGGACGTC GGAGGTCGAGTCCGCACTGTCGGGCCTGCTCGTGGGCACGGCAGGACGCGTCCCCATGGTCA GCCGCCGTGCGATACCTCGCCACGACTCTGAGCCGGGCGCGAGCGTGAGAGCCCGAGCCGCG GTACACGGGGCGTCA 529 GCGAGCTCGCTCTCGACTCCGGGCTCCCGTGCTGACACGGGGTGCGACCCCGCGGCGATTGT CCGCACGCCTGTCGGACGACGTCGGCCCGTCGTAGTGCCGGTCAGAGGCAGGGGGGCTGCTC GCGCTGGCCGCCTCGTCGCGCGTGGACCCTATGGGGGATCACGCGTGGGGTCGGGATCGGGG ACCGCGCGACTTGGA 651 CGCGCCCCGTAACGGACGCGGTGAGTCGAGCTTACGCGGCTAGGGCCGAGTCGTGTTAGCGT CTCGCGTAAGCGAATGCCACGTCCCCCGCCGCCCGTCGCGCAGCTGGCTACGCAACGCCTCC GCGGCCTCCGTAGCGAGTGCGTGGGACGCTGGCCGTCCGCGTGTTCCGGGACCTGGATGCGG GAGGGACCTAAGGCA 677 AGAACGTGCGGTCGTCCCCACGCACGGGATGACGGACGGGGTAGACGGGCGTCGTGCGCGCG GGTAGCGTAACCGGTTACAGTCCCCGCAACGCTCTAGCTCCGGCCCTCGCTTAGGAGTTCGC GGCCGAGACATGAGGTGGTCCGGACGGCAGGGGGTCGCGGAGACCGTGGAGCCGATTCTGCC GGACGCCACGTCCCA 708 CGGGACGCCCCGTACCGTGTACGAAGCCCCGGTCGGTCGGCGGATCGTAGATCCCGGAGCCG ACGCCTTGAACCCGGCTTTCCCAGCGACTCGCGCCCCCACTGGGTCCCTCGGGACCCCGCTC CCCCCAGACGCATACAGCCCGCAAGCGGGGGCAGTCTCGGACCGCCCGGACACTGGCCTTAG GCACCGTGGGCTCGA 717 GTGTCCGGGGCGCATCGGAGCTGTCCGACCGAGTTCCGGGGACGGCGCACGTTGTGCCGGCC TCAGACGGAGCCTGTAGCCCCCGGACAGTGTGTGCCCGCCCACTACGGGTTAGGCACGGGGT TGGTCGGCACGCGTCCTCCGCGTGTCACGGACCGATGCAGACCGCTGGCCGGGAGGTCGCCC CCCCAGGGGTGCACA 719 CGCGCAGCACGCACGTCCGGGGCACGCGCGGCTCGGAGGGTCCGGGCTGGGACGGGAGGTTT GGAGTCGCGTGCGCGTAGCAGCGCACCCGCCTGGTCGCCGGGTCTAGTAGGGCTGGGTTACG GAGGACGTGCAGGCGACCCCAACCGTTGACGACGGGTCCGACCACGCCTTTAGCCGTGGCGT GTCCGTCGCGAGCCA

Example 41 Evaluation of Additional Xylose Isomerase Genes

As noted above, additional xylose isomerase genes were identified and isolated and chimeric versions generated in certain embodiments. Presented below are the results of activity assays of three candidate xylose isomerase genes from R. flavefaciens, FD-1, Ruminococcus 18P13, and Clostridiales genomosp., when expressed in S. cerevisiae.

The candidate xylose isomerase enzymes (XI's) were assayed as total soluble crude extracts (prepared as described herein in YPER-PLUS reagent and quantified with the Coomasie-Plus kit). 100 μg of each extract was compared for the candidate XI's alongside the original XI-R (e.g., Ruminococcus xylose isomerase) native construct. The Clostridiales enzyme was further characterized at 1974 μg to confirm the presence of activity. The results in this experiment are presented as the slope of the activity at saturating xylose concentrations (500 mM). The results are show in FIG. 25. The R. flavefaciens, FD-1 XI activity shows the highest activity of the candidates tested, and shows higher activity than the XI-R native construct used as a control. The two candidate genes from Ruminococcus strains were further characterized in an enzyme assay using xylose concentrations between 40 and 500 nM. Michaelis Mentin plots were generated for each candidate in order to determine K_(m) and specific activity levels as compared to the native XI-R enzyme. The results are presented in the table below. The R. flavefaciens, FD-1 XI activity shows a greater than 2 fold specific activity than the native XI control activity.

Enzyme Source Km Specific Activity (umol min⁻¹ mg⁻¹) XI-R native 42.57 nM 0.9605 R. flavefaciens FD-1 71.91 nM 2.3045 Ruminococcus 18P13 65.11 Nm 0.20448

Example 42 Examples of Embodiments

Provided hereafter are certain non-limiting embodiments of the technology.

A1. An engineered microorganism that comprises:

-   -   (a) a functional Embden-Meyerhoff glycolysis pathway that         metabolizes six-carbon sugars under aerobic fermentation         conditions, and     -   (b) a genetic modification that reduces an Embden-Meyerhoff         glycolysis pathway member activity upon exposure of the         engineered microorganism to anaerobic fermentation conditions,     -   whereby the engineered microorganism preferentially metabolizes         six-carbon sugars by the Enter-Doudoroff pathway under the         anaerobic fermentation conditions.

A2. The engineered microorganism of embodiment A1, wherein the genetic modification is insertion of a promoter into genomic DNA in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity.

A3. The engineered microorganism of embodiment A1, wherein the genetic modification is provision of a heterologous promoter polynucleotide in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity.

A4. The engineered microorganism of embodiment A1, wherein the genetic modification is a deletion or disruption of a polynucleotide that encodes, or regulates production of, the Embden-Meyerhoff glycolysis pathway member, and the microorganism comprises a heterologus nucleic acid that includes a polynucleotide encoding the Embden-Meyerhoff glycolysis pathway member operably linked to a polynucleotide that down-regulates production of the member under anaerobic fermentation conditions.

A5. The engineered microorganism of any one of embodiments A1-A4, wherein the Embden-Meyerhoff glycolysis pathway member activity is a phosphofructokinase activity.

A6. The engineered microorganism of any one of embodiments A1-A5, which microorganism comprises an added or altered five-carbon sugar metabolic activity.

A7. The engineered microorganism of embodiment A6, wherein the microorganism comprises an added or altered xylose isomerase activity.

A8. The engineered microorganism of any one of embodiments A1-A7, wherein the microorganism comprises an added or altered five-carbon sugar transporter activity.

A9. The engineered microorganism of embodiment A8, wherein the transporter activity is a transporter facilitator activity.

A10. The engineered microorganism of embodiment A8, wherein the transporter activity is an active transporter activity.

A11. The engineered microorganism of any one of embodiments A1-A10, wherein the microorganism comprises an added or altered carbon dioxide fixation activity.

A12. The engineered microorganism of embodiment A11, wherein the microorganism comprises an added or altered phosphoenolpyruvate (PEP) carboxylase activity.

A13. The engineered microorganism of any one of embodiments A1-A12, wherein the microorganism comprises a genetic modification that reduces or removes an alcohol dehydrogenase 2 activity.

A14. The engineered microorganism of any one of embodiments A1-A13, wherein the microorganism comprises a genetic modification described in any one of embodiments B1-B208.

B1. An engineered microorganism that comprises a genetic modification that inhibits cell division upon exposure to a change in fermentation conditions, wherein:

-   -   the genetic modification comprises introduction of a         heterologous promoter operably linked to a polynucleotide         encoding a polypeptide that regulates the cell cycle of the         microorganism; and     -   the promoter activity is altered by the change in fermentation         conditions.

B2. The engineered microorganism of embodiment B1, wherein the genetic modification induces cell cycle arrest.

B3. The engineered microorganism of embodiment B1 or B2, wherein the change in fermentation conditions is a switch to anaerobic fermentation conditions.

B4. The engineered microorganism of embodiment B1 or B2, wherein the change in fermentation conditions is a switch to an elevated temperature.

B5. The engineered microorganism of any one of embodiments B1-B4, wherein the polypeptide that regulates the cell cycle has thymidylate synthase activity.

B6. The engineered microorganism of any one of embodiments B1-B5, wherein the promoter activity is reduced by the change in fermentation conditions.

B100. An engineered microorganism that comprises a genetic modification that inhibits cell division and/or cell proliferation upon exposure of the microorganism to a change in fermentation conditions.

B101. The engineered microorganism of embodiment B100, wherein the change in fermentation conditions is a switch to anaerobic fermentation conditions.

B102. The engineered microorganism of embodiment B100, wherein the change in fermentation conditions is a switch to an elevated temperature.

B103. The engineered microorganism of any one of embodiments B100-B102, wherein the genetic modification induces cell cycle arrest upon exposure to the change in fermentation conditions.

B104. The engineered microorganism of any one of embodiments B100-B103, wherein the genetic modification reduces thymidylate synthase activity upon exposure to the change in fermentation conditions.

B200. The engineered microorganism of any one of embodiments B1-B104, wherein the genetic modification is a temperature sensitive mutation.

B201. The engineered microorganism of any one of embodiments B1-B200, wherein the microorganism comprises an added or altered five-carbon sugar metabolic activity.

B202. The engineered microorganism of embodiment B201, wherein the microorganism comprises an added or altered xylose isomerase activity.

B203. The engineered microorganism of any one of embodiments B1-B202, wherein the microorganism comprises an added or altered five-carbon sugar transporter activity.

B204. The engineered microorganism of embodiment B203, wherein the transporter activity is a transporter facilitator activity.

B205. The engineered microorganism of embodiment B203, wherein the transporter activity is an active transporter activity.

B206. The engineered microorganism of any one of embodiments B1-B205, wherein the microorganism comprises an added or altered carbon dioxide fixation activity.

B207. The engineered microorganism of embodiment B206, wherein the microorganism comprises an added or altered phosphoenolpyruvate (PEP) carboxylase activity.

B208. The engineered microorganism of any one of embodiments B1-B207, wherein the microorganism comprises a genetic modification that reduces or removes an alcohol dehydrogenase 2 activity.

B300. The engineered microorganism of any one of embodiments A1-B208, wherein the microorganism is an engineered yeast.

B301. The engineered microorganism of embodiment B300, wherein the yeast is a Saccharomyces yeast.

B302. The engineered microorganism of embodiment B301, wherein the Saccharomyces yeast is S. cerevisiae.

C1. A method for manufacturing a target product produced by an engineered microorganism, which comprises:

-   -   (a) culturing an engineered microorganism of any one of         embodiments A1-B302 under aerobic conditions; and     -   (b) culturing the engineered microorganism after (a) under         anaerobic conditions, whereby the engineered microorganism         produces the target product.

C2. The method of embodiment C1, wherein the target product is ethanol.

C3. The method of embodiment C1, wherein the target product is succinic acid.

C4. The method of any one of embodiments C1-C3, wherein the host microorganism from which the engineered microorganism is produced does not produce a detectable amount of the target product.

C5. The method of any one of embodiments C1-C4, wherein the culture conditions comprise fermentation conditions.

C6. The method of any one of embodiments C1-C5, wherein the culture conditions comprise introduction of biomass.

C7. The method of any one of embodiments C1-C6, wherein the culture conditions comprise introduction of a six-carbon sugar.

C8. The method of embodiment C7, wherein the sugar is glucose.

C9. The method of any one of embodiments C1-C8, wherein the culture conditions comprise introduction of a five-carbon sugar.

C10. The method of embodiment C9, wherein the sugar is xylose.

C11. The method of any one of embodiments C1-C10, wherein the target product is produced with a yield of greater than about 0.3 grams per gram of glucose added.

C12. The method of any one of embodiments C1-C11, which comprises purifying the target product from the cultured microorganisms.

C13. The method of embodiment C12, which comprises modifying the target product, thereby producing modified target product.

C14. The method of any one of embodiments C1-C13, which comprises placing the cultured microorganisms, the target product or the modified target product in a container.

C15. The method of embodiment C14, which comprises shipping the container.

D1. A method for producing a target product by an engineered microorganism, which comprises:

-   -   (a) culturing an engineered microorganism of any one of         embodiments A1-B302 under a first set of fermentation         conditions; and     -   (b) culturing the engineered microorganism after (a) under a         second set of fermentation conditions different than the first         set of fermentation conditions, whereby the second set of         fermentation conditions inhibits cell division and/or cell         proliferation of the engineered microorganism.

D2. The method of embodiment D1, wherein the second set of fermentation conditions comprises anaerobic fermentation conditions and the first set of fermentation conditions comprises aerobic fermentation conditions.

D3. The method of embodiment D1, wherein the second set of fermentation conditions comprises an elevated temperature as compared to the temperature in the first set of fermentation conditions.

D4. The method of any one of embodiments D1-D3, wherein the genetic modification inhibits the cell cycle of the engineered microorganism upon exposure to the second set of fermentation conditions.

D5. The method of any one of embodiments D1-D4, wherein the genetic modification induces cell cycle arrest upon exposure to the second set of fermentation conditions.

D6. The method of any one of embodiments D1-D5, wherein the genetic modification inhibits thymidylate synthase activity upon exposure to the change in fermentation conditions.

D7. The method of embodiment D6, wherein the genetic modification comprises a temperature sensitive mutation.

D8. The method of any one of embodiments D1-D7, wherein the microorganism comprises an added or altered five-carbon sugar metabolic activity.

D9. The method of embodiment D8, wherein the microorganism comprises an added or altered xylose isomerase activity.

D10. The method of any one of embodiments D1-D9, wherein the microorganism comprises an added or altered five-carbon sugar transporter activity.

D11. The method of embodiment D10, wherein the transporter activity is a transporter facilitator activity.

D12. The method of embodiment D10, wherein the transporter activity is an active transporter activity.

D13. The method of any one of embodiments D1-D12, wherein the microorganism comprises an added or altered carbon dioxide fixation activity.

D14. The method of embodiment D13, wherein the microorganism comprises an added or altered phosphoenolpyruvate (PEP) carboxylase activity.

D15. The method of any one of embodiments D1-D14, wherein the microorganism comprises a genetic modification that reduces or removes an alcohol dehydrogenase 2 activity.

D16. The method of any one of embodiments D1-D15, wherein the microorganism is an engineered yeast.

D17. The method of embodiment D16, wherein the yeast is a Saccharomyces yeast.

D18. The method of embodiment D17, wherein the Saccharomyces yeast is S. cerevisiae.

D19. The method of any one of embodiments D1-D18, wherein the target product is ethanol.

D20. The method of any one of embodiments D1-D18, wherein the target product is succinic acid.

E1. A method for manufacturing an engineered microorganism, which comprises:

-   -   (a) introducing a genetic modification to a host microorganism         that reduces an Embden-Meyerhoff glycolysis pathway member         activity upon exposure of the engineered microorganism to         anaerobic conditions; and     -   (b) selecting for engineered microorganisms that (i) metabolize         six-carbon sugars by the Embden-Meyerhoff glycolysis pathway         under aerobic fermentation conditions, and (ii) preferentially         metabolize six-carbon sugars by the Enter-Doudoroff pathway         under the anaerobic fermentation conditions.

E2. The method of embodiment E1, wherein the genetic modification is insertion of a promoter into genomic DNA in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity.

E3. The method of embodiment E1, wherein the genetic modification is provision of a heterologous promoter polynucleotide in operable linkage with a polynucleotide that encodes the Embden-Meyerhoff glycolysis pathway member activity.

E4. The method of embodiment E1, wherein the genetic modification is a deletion or disruption of a polynucleotide that encodes, or regulates production of, the Embden-Meyerhoff glycolysis pathway member, and the microorganism comprises a heterologous nucleic acid that includes a polynucleotide encoding the Embden-Meyerhoff glycolysis pathway member operably linked to a polynucleotide that down-regulates production of the member under anaerobic fermentation conditions.

E5. The method of any one of embodiments E1-E4, wherein the Embden-Meyerhoff glycolysis pathway member activity is a phosphofructokinase activity.

E6. The method of any one of embodiments E1-E5, which comprises introducing a genetic alteration that adds or alters a five-carbon sugar metabolic activity.

E7. The method of embodiment E6, wherein the genetic alteration adds or alters a xylose isomerase activity.

E8. The method of any one of embodiments E1-E7, which comprises introducing a genetic modification that adds or alters a five-carbon sugar transporter activity.

E9. The method of embodiment E8, wherein the transporter activity is a transporter facilitator activity.

E10. The method of embodiment E8, wherein the transporter activity is an active transporter activity.

E11. The method of any one of embodiments E1-E10, which comprises introducing a genetic modification that adds or alters a carbon dioxide fixation activity.

E12. The method of embodiment E11, which comprises introducing a genetic modification that adds or alters a phosphoenolpyruvate (PEP) carboxylase activity.

E13. The method of any one of embodiments E1-E12, which comprises introducing a genetic modification that reduces or removes an alcohol dehydrogenase 2 activity.

E14. The method of any one of embodiments E1-E13, which comprises introducing a genetic modification described in any one of embodiments B1-B208.

F1. A method for manufacturing an engineered microorganism, which comprises:

-   -   (a) introducing a genetic modification to a host microorganism         that inhibits cell division upon exposure to a change in         fermentation conditions, thereby producing engineered         microorganisms; and     -   (b) selecting for engineered microorganisms with inhibited cell         division upon exposure of the engineered microorganisms to the         change in fermentation conditions.

F2. The method of embodiment F2, wherein the change in fermentation conditions comprises a change to anaerobic fermentation conditions.

F3. The method of embodiment F1, wherein the change in fermentation conditions comprises a change to an elevated temperature.

F4. The method of any one of embodiments F1-F3, wherein the genetic modification inhibits the cell cycle of the engineered microorganism upon exposure to the change in fermentation conditions.

F5. The method of any one of embodiments F1-F4, wherein the genetic modification induces cell cycle arrest upon exposure to the second set of fermentation conditions.

F6. The method of any one of embodiments F1-F5, wherein the genetic modification inhibits thymidylate synthase activity upon exposure to the change in fermentation conditions.

F7. The method of embodiment F6, wherein the genetic modification comprises a temperature sensitive mutation.

F8. The method of any one of embodiments F1-F7, wherein the genetic modification adds or alters a five-carbon sugar metabolic activity.

F9. The method of embodiment F8, wherein the genetic modification adds or alters a xylose isomerase activity.

F10. The method of any one of embodiments F1-F9, wherein the genetic modification adds or alters a five-carbon sugar transporter activity.

F11. The method of embodiment F10, wherein the transporter activity is a transporter facilitator activity.

F12. The method of embodiment F10, wherein the transporter activity is an active transporter activity.

F13. The method of any one of embodiments F1-F12, wherein the genetic modification adds or alters a carbon dioxide fixation activity.

F14. The method of embodiment F13, wherein the genetic modification adds or alters a phosphoenolpyruvate (PEP) carboxylase activity.

F15. The method of any one of embodiments F1-F14, wherein the genetic modification reduces or removes an alcohol dehydrogenase 2 activity.

F16. The method of any one of embodiments E1-E14 and F1-F15, wherein the microorganism is an engineered yeast.

F17. The method of embodiment F16, wherein the yeast is a Saccharomyces yeast.

F18. The method of embodiment F17, wherein the Saccharomyces yeast is S. cerevisiae.

G1. A nucleic acid, comprising a polynucleotide that encodes a polypeptide from Ruminococcus flavefaciens possessing a xylose to xylulose xylose isomerase activity.

G2. The nucleic acid of embodiment G1, wherein the polynucleotide includes one or more substituted codons.

G3. The nucleic acid of embodiment G2, wherein the one or more substituted codons are yeast codons.

G4. The nucleic acid of any one of embodiments G1 to G3, wherein the polynucleotide includes a nucleotide sequence of SEQ ID NO: 29, 30, 32 or 33, fragment thereof, or sequence having 50% identity or greater to the foregoing.

G5. The nucleic acid of any one of embodiments G1 to G4, wherein the polypeptide includes an amino acid sequence of SEQ ID NO: 31, fragment thereof, or sequence having 75% identity or greater to the foregoing.

G6. The nucleic acid of any one of embodiments G1 to G5, wherein a stretch of contiguous nucleotides of the polynucleotide is from another organism.

G7. The nucleic acid of embodiment G6, wherein the stretch of contiguous nucleotides from the other organism is from a nucleotide sequence that encodes a polypeptide possessing a xylose isomerase activity.

G8. The nucleic acid of embodiment G5 or G6, wherein the other organism is a fungus.

G9. The nucleic acid of embodiment G8, wherein the fungus is a Piromyces fungus.

G10. The nucleic acid of embodiment G9, wherein the fungus is a Piromyces strain E2.

G11. The nucleic acid of embodiment G10, wherein the stretch of contiguous nucleotides from the other organism is from SEQ ID NO: 34, or sequence having 50% identity or greater to the foregoing.

G12. The nucleic acid of embodiment G10, wherein the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 35, or sequence having 75% identity or greater to the foregoing.

G13. The nucleic acid of any one of embodiments G6 to G12, wherein the stretch of contiguous nucleotides from the other organism is about 1% to about 30% of the total number of nucleotides in the polynucleotide that encodes the polypeptide possessing xylose isomerase activity.

G14. The nucleic acid of embodiment G13, wherein about 30 contiguous nucleotides from the polynucleotide from R. flavefaciens are replaced by about 10 to about 20 nucleotides from the other organism.

G15. The nucleic acid of embodiment G13 or G14, wherein the contiguous stretch of polynucleotides from the other organism are at the 5′ end of the polynucleotide.

G16. The nucleic acid of any one of embodiments G6 to G15, wherein the polynucleotide includes a nucleotide sequence of SEQ ID NO: 55, 56, 57, 59 or 61, fragment thereof, or sequence having 50% identity or greater to the foregoing.

G17. The nucleic acid of any one of embodiments G6 to G15, wherein the polynucleotide encodes a polypeptide that includes an amino acid sequence of SEQ ID NO: 58, 60 or 62, fragment thereof, or sequence having 75% identity or greater to the foregoing.

G18. The nucleic acid of any one of embodiments G1 to G17, which comprises one or more point mutations.

G19. The nucleic acid of embodiment G18, wherein the point mutation is at a position corresponding to position 179 of the R. flavefaciens polypeptide having xylose isomerase activity.

G20. The nucleic acid of embodiment G19, wherein the point mutation is a glycine 179 to alanine point mutation.

H1. An expression vector comprising a polynucleotide that encodes a polypeptide from Ruminococcus flavefaciens possessing a xylose to xylulose xylose isomerase activity.

H2. The expression vector of embodiment H1, wherein the polynucleotide includes one or more substituted codons.

H3. The expression vector of embodiment H2, wherein the one or more substituted codons are yeast codons.

H4. The expression vector of any one of embodiments H1 to H3, wherein the polynucleotide includes a nucleotide sequence of SEQ ID NO: 29, 30, 32 or 33, fragment thereof, or sequence having 50% identity or greater to the foregoing.

H5. The expression vector of any one of embodiments H1 to H4, wherein the polypeptide includes an amino acid sequence of SEQ ID NO: 31, fragment thereof, or sequence having 75% identity or greater to the foregoing.

H6. The expression vector of any one of embodiments H1 to H5, wherein a stretch of contiguous nucleotides of the polynucleotide is from another organism.

H7. The expression vector of embodiment H6, wherein the stretch of contiguous nucleotides from the other organism is from a nucleotide sequence that encodes a polypeptide possessing a xylose isomerase activity.

H8. The expression vector of embodiment H5 or H6, wherein the other organism is a fungus.

H9. The expression vector of embodiment H8, wherein the fungus is a Piromyces fungus.

H10. The expression vector of embodiment H9, wherein the fungus is a Piromyces strain E2.

H11. The expression vector of embodiment H10, wherein the stretch of contiguous nucleotides from the other organism is from SEQ ID NO: 34, or sequence having 50% identity or greater to the foregoing.

H12. The expression vector of embodiment H10, wherein the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 35, or sequence having 75% identity or greater to the foregoing.

H13. The expression vector of any one of embodiments H6 to H12, wherein the stretch of contiguous nucleotides from the other organism is about VA to about 30% of the total number of nucleotides in the polynucleotide that encodes the polypeptide possessing xylose isomerase activity.

H14. The expression vector of embodiment H13, wherein about 30 contiguous nucleotides from the polynucleotide from R. flavefaciens are replaced by about 10 to about 20 nucleotides from the other organism.

H15. The expression vector of embodiment H13 or H14, wherein the contiguous stretch of polynucleotides from the other organism are at the 5′ end of the polynucleotide.

H16. The expression vector of any one of embodiments H6 to H15, wherein the polynucleotide includes a nucleotide sequence of SEQ ID NO: 55, 56, 57, 59 or 61, fragment thereof, or sequence having 50% identity or greater to the foregoing.

H17. The expression vector of any one of embodiments H6 to H15, wherein the polynucleotide encodes a polypeptide that includes an amino acid sequence of SEQ ID NO: 58, 60 or 62, fragment thereof, or sequence having 75% identity or greater to the foregoing.

H18. The expression vector of any one of embodiments H1 to H17, which comprises one or more point mutations.

H19. The expression vector of embodiment H18, wherein the point mutation is at a position corresponding to position 179 of the R. flavefaciens polypeptide having xylose isomerase activity.

H20. The expression vector of embodiment H19, wherein the point mutation is a glycine 179 to alanine point mutation.

H21. The expression vector of any one of embodiments, H1 to H20, comprising a regulatory nucleotide sequence in operable linkage with the polynucleotide.

H22. The expression vector of embodiment J25, wherein the regulatory nucleotide sequence comprises a promoter sequence.

H23. The expression vector of embodiment J26, wherein the promoter sequence is an inducible promoter sequence.

H24. The expression vector of embodiment J26, wherein the promoter sequence is a constitutively active promoter sequence.

H25. A method for preparing an expression vector of any one of embodiments H1 to H24, comprising: (i) providing a nucleic acid that contains a regulatory sequence, and (ii) inserting the polynucleotide into the nucleic acid in operable linkage with the regulatory sequence.

I1. A nucleic acid , comprising a polynucleotide that includes a first stretch of contiguous nucleic acids from a first organism and a second stretch of contiguous nucleic acids from a second organism, wherein the polynucleotide encodes a polypeptide possessing a xylose to xylulose xylose isomerase activity.

I2. The nucleic acid of embodiment I1, wherein the first organism and the second organism are the same species.

I3. The nucleic acid of embodiment I1, wherein the first organism and the second organism are different species.

I4. The nucleic acid of any one of embodiments I1 to I3, wherein the first stretch of contiguous nucleotides and the second stretch of contiguous nucleotides independently are selected from nucleotide sequence that encodes a polypeptide having xylose isomerase activity.

I5. The nucleic acid of any one of embodiments I1 to I4, wherein the first organism is a bacterium.

I6. The nucleic acid of embodiment I5, wherein the bacterium is a Ruminococcus bacterium.

I7. The nucleic acid of embodiment I6, wherein the bacterium is a Ruminococcus flavefaciens bacterium.

I8. The nucleic acid of any one of embodiments I5 to I7, wherein the stretch of contiguous nucleotides is from SEQ ID NO: 29, 30, 32, 33, or a sequence having 50% identity or greater to the foregoing.

I9. The nucleic acid of embodiment I8, wherein the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 31, or a sequence having 75% identity or greater to the foregoing.

I10. The nucleic acid of any one of embodiments I1 to I9, wherein the second organism is a fungus.

I11. The nucleic acid of embodiment I10, wherein the fungus is a Piromyces fungus.

I12. The nucleic acid of embodiment I11, wherein the fungus is a Piromyces strain E2 fungus.

I13. The nucleic acid of any one of embodiments I10 to I12, wherein the stretch of contiguous nucleotides is from SEQ ID NO: 34, or a sequence having 50% identity or greater to the foregoing.

I14. The nucleic acid of embodiment I13, wherein the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 35, or a sequence having 75% identity or greater to the foregoing.

I15. The nucleic acid of any one of embodiments I1 to I14, wherein the polynucleotide includes one or more substituted codons.

I16. The nucleic acid of embodiment I15, wherein the one or more substituted codons are yeast codons.

I17. The nucleic acid of any one of embodiments I1 to I16, wherein the stretch of contiguous nucleotides from the first organism or second organism is about 1% to about 30% of the total number of nucleotides in the polynucleotide that encodes the polypeptide possessing xylose isomerase activity.

I18. The nucleic acid of embodiment I17, wherein the stretch of contiguous nucleotides from the second organism is about 1% to about 30% of the total number of nucleotides in the polynucleotide.

I19. The nucleic acid of embodiment I18, wherein the contiguous stretch of polynucleotides from the second organism are at the 5′ end of the polynucleotide.

I20. The nucleic acid of any one of embodiments I1 to I19, wherein the polynucleotide includes a nucleotide sequence of SEQ ID NO: 55, 56, 57, 59 or 61, fragment thereof, or sequence having 50% identity or greater to the foregoing.

I21. The nucleic acid of any one of embodiments I1 to I20, wherein the polynucleotide encodes a polypeptide that includes an amino acid sequence of SEQ ID NO: 58, 60 or 62, fragment thereof, or sequence having 75% identity or greater to the foregoing.

I22. The nucleic acid of any one of embodiments I1 to I21, which comprises one or more point mutations.

I23. The nucleic acid of embodiment I22, wherein the point mutation is at a position corresponding to position 179 of the R. flavefaciens polypeptide having xylose isomerase activity.

I24. The nucleic acid of embodiment I23, wherein the point mutation is a glycine 179 to alanine point mutation.

J1. An expression vector , comprising a polynucleotide that includes a first stretch of contiguous nucleotides from a first organism and a second stretch of contiguous nucleotides from a second organism, wherein the polynucleotide encodes a polypeptide possessing a xylose to xylulose xylose isomerase activity.

J2. The expression vector of embodiment J1, wherein the first organism and the second organism are the same.

J3. The expression vector of embodiment J1, wherein the first organism and the second organism are different.

J4. The expression vector of any one of embodiments J1 to J3, wherein the first stretch of contiguous nucleotides and the second stretch of contiguous nucleotides independently are selected from nucleotide sequence that encodes a polypeptide having xylose isomerase activity.

J5. The expression vector of any one of embodiments J1 to J4, wherein the first organism is a bacterium.

J6. The expression vector of embodiment J5, wherein the bacterium is a Ruminococcus bacterium.

J7. The expression vector of embodiment J6, wherein the bacterium is a Ruminococcus flavefaciens bacterium.

J8. The expression vector of any one of embodiments J5 to J7, wherein the stretch of contiguous nucleotides is from SEQ ID NO: 29, 30, 32, 33, or a sequence having 50% identity or greater to the foregoing.

J9. The expression vector of embodiment J8, wherein the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 31, or a sequence having 75% identity or greater to the foregoing.

J10. The expression vector of any one of embodiments J1 to J9, wherein the second organism is a fungus.

J11. The expression vector of embodiment J10, wherein the fungus is a Piromyces fungus.

J12. The expression vector of embodiment J11, wherein the fungus is a Piromyces strain E2 fungus.

J13. The expression vector of any one of embodiments J10 to J12, wherein the stretch of contiguous nucleotides is from SEQ ID NO: 34, or a sequence having 50% identity or greater to the foregoing.

J14. The expression vector of embodiment J13, wherein the stretch of contiguous nucleotides from the other organism encodes an amino acid sequence from SEQ ID NO: 35, or a sequence having 75% identity or greater to the foregoing.

J15. The expression vector of any one of embodiments J1 to J14, wherein the polynucleotide includes one or more substituted codons.

J16. The expression vector of embodiment J15, wherein the one or more substituted codons are yeast codons.

J17. The expression vector of any one of embodiments J1 to J16, wherein the stretch of contiguous nucleotides from the first organism or second organism is about 1% to about 30% of the total number of nucleotides in the polynucleotide that encodes the polypeptide possessing xylose isomerase activity.

J18. The expression vector of embodiment J17, wherein the stretch of contiguous nucleotides from the second organism is about 1% to about 30% of the total number of nucleotides in the polynucleotide.

J19. The expression vector of embodiment J18, wherein the contiguous stretch of polynucleotides from the second organism are at the 5′ end of the polynucleotide.

J20. The expression vector of any one of embodiments J1 to J19, wherein the polynucleotide includes a nucleotide sequence of SEQ ID NO: 55, 56, 57, 59 or 61, fragment thereof, or sequence having 50% identity or greater to the foregoing.

J21. The expression vector of any one of embodiments J1 to J20, wherein the polynucleotide encodes a polypeptide that includes an amino acid sequence of SEQ ID NO: 58, 60 or 62, fragment thereof, or sequence having 75% identity or greater to the foregoing.

J22. The expression vector of any one of embodiments J1 to J21, which comprises one or more point mutations.

J23. The expression vector of embodiment J22, wherein the point mutation is at a position corresponding to position 179 of the R. flavefaciens polypeptide having xylose isomerase activity.

J24. The expression vector of embodiment J23, wherein the point mutation is a glycine 179 to alanine point mutation.

J25. The expression vector of any one of embodiments, J1 to J24, comprising a regulatory nucleotide sequence in operable linkage with the polynucleotide.

J26. The expression vector of embodiment J25, wherein the regulatory nucleotide sequence comprises a promoter sequence.

J27. The expression vector of embodiment J26, wherein the promoter sequence is an inducible promoter sequence.

J28. The expression vector of embodiment J26, wherein the promoter sequence is a constitutively active promoter sequence.

J29. A method for preparing an expression vector of any one of embodiments J1 to J28, comprising: (i) providing a nucleic acid that contains a regulatory sequence, and (ii) inserting the polynucleotide into the nucleic acid in operable linkage with the regulatory sequence.

K1. A microbe comprising a polynucleotide of the nucleic acid of any one of embodiments G1 to G20 or any one of embodiments I1 to I24.

K2. A microbe comprising an expression vector of any one of embodiments H1 to H20 or any one of embodiments J1 to J24.

K3. The microbe of embodiment K1 or K2, which is a yeast.

K4. The microbe of embodiment K3, which is a Saccharomyces yeast.

K5. The microbe of embodiment K4, which is a Saccharomyces cerevisiae yeast.

L1. A method, comprising contacting a microbe of any one of embodiments K1 to K5 with a feedstock comprising a five carbon molecule under conditions for generating ethanol.

L2. The method of embodiment L1, wherein the five carbon molecule comprises xylose.

L3. The method of embodiment L1 or L2, wherein about 15 grams per liter of ethanol or more is generated within about 372 hours.

L4. The method of any one of embodiments L1 to L3, wherein about 2.0 grams per liter dry cell weight is generated within about 372 hours.

M1. A composition comprising an engineered yeast comprising heterologous polynucleotide subsequences that encode a phosphogluconate dehydratase enzyme, a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme and a xylose isomerase enzyme.

M2. The composition of embodiment M1, wherein the yeast is a Saccharomyces spp. yeast.

M3. The composition of embodiment M2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

M3. The composition of any one of embodiments M1 to M3, wherein the polynucleotide subsequences encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

M4. The composition of embodiment M3, wherein the Escherichia spp. microbe is an Escherichia coli strain.

M5. The composition of embodiment M3 or M4, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

M6. The composition of any one of embodiments M1 to M5, wherein the polynucleotide subsequence that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

M7. The composition of any one of embodiments M1 to M5, wherein the polynucleotide subsequence that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

M8. The composition of any one of embodiments M1 to M7, wherein the xylose isomerase enzyme is a chimeric enzyme.

M8.1. The composition of embodiment M8, wherein a first portion of the polynucleotide subsequence that encodes the chimeric xylose isomerase enzyme is from a first microbe and a second portion of the polynucleotide subsequence that encodes the chimeric xylose isomerase enzyme is from a second microbe.

M8.2. The composition of embodiment M8 or M8.1, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales spp., Ruminococcus spp., Thermus spp., Bacillus spp., Clostridium spp., Orpinomyces spp., Escherichia spp. and Piromyces spp. microbes.

M8.3. The composition of embodiment M8.2, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales _(—) genomosp. BVAB3 str UPI19-5, Ruminococcus flavefaciens, Ruminococcus_FD1, Ruminococcus _(—)18P13, Thermus thermophilus, Bacillus stercoris, Clostridium cellulolyticum, Bacillus uniformis, Bacillus stearothermophilus, Bacteroides thetaiotaomicron, Clostridium thermohydrosulfuricum, Orpinomyces, Clostridium phytofermentans, Escherichia coli and Piromyces strain E2.

M8. The composition of any one of embodiments M1 to M7, wherein 80% or more of the polynucleotide subsequence that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

M9. The composition of embodiment M8, wherein all of the polynucleotide subsequence that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

M10. The composition of any one of embodiments M8 to M9, wherein the Ruminococcus spp. microbe is a Ruminococcus flavefaciens strain.

M11. The composition of any one of embodiments M8 to M10, wherein the polynucleotide subsequence that encodes the xylose isomerase enzyme is chimeric and includes a sequence that encodes a xylose isomerase from another microbe.

M12. The composition of embodiment M11, wherein the other microbe is a fungus.

M13. The composition of embodiment M12, wherein the fungus is an anaerobic fungus.

M14. The composition of embodiment M12, wherein the fungus is a Piromyces spp. fungus.

M15. The composition of embodiment M14, wherein the Piromyces spp. fungus is a Piromyces strain E2.

M16. The composition of any one of embodiments M1 to M15, wherein the yeast expresses a glucose-6-phosphate dehydrogenase enzyme, a glucose-6-phosphate dehydrogenase enzyme, or a glucose-6-phosphate dehydrogenase enzyme and a glucose-6-phosphate dehydrogenase enzyme.

M17. The composition of embodiment M16, wherein the polynucleotide subsequences that encode the glucose-6-phosphate dehydrogenase enzyme, the glucose-6-phosphate dehydrogenase enzyme, or the glucose-6-phosphate dehydrogenase enzyme and the glucose-6-phosphate dehydrogenase enzyme are from a yeast.

M18. The composition of embodiment M17, wherein the yeast from which the polynucleotide subsequence or subsequences are derived is a Saccharomyces spp. yeast.

M19. The composition of embodiment 18, wherein the yeast is a Saccharomyces cerevisiae strain.

M20. The composition of any one of embodiments M16 to M19, wherein the yeast over-expresses an endogenous glucose-6-phosphate dehydrogenase enzyme, an endogenous glucose-6-phosphate dehydrogenase enzyme, or an endogenous glucose-6-phosphate dehydrogenase enzyme and an endogenous glucose-6-phosphate dehydrogenase enzyme.

M21. The composition of any one of embodiments M16 to M20, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

M22. The composition of embodiment M21, wherein the ZWF gene is a ZWF1 gene.

M23. The composition of any one of embodiments M16 to M22, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a SOL gene.

M24. The composition of embodiment M23, wherein the SOL gene is a SOL3 gene.

M25. The composition of any one of embodiments M1 to M25, wherein the yeast includes a polynucleotide subsequence that encodes a glucose transporter.

M26. The composition of embodiment M25, wherein the polynucleotide subsequence that encodes the glucose transporter is from a yeast.

M27. The composition of embodiment M25 or M26, wherein the yeast over-expresses one or more endogenous glucose transport enzymes.

M28. The composition of any one of embodiments M25 to M27, wherein the glucose transporter is encoded by a one or more of a GAL2, GSX1 and GXF1 gene.

M29. The composition of any one of embodiments M1 to M28, wherein the yeast includes a genetic alteration that reduces the activity of an endogenous phosphofructokinase (PFK) enzyme activity.

M29. The composition of embodiment M29, wherein the PFK enzyme is a PFK-2 enzyme.

M30. The composition of any one of embodiments M1 to M29, wherein the yeast includes one or more extra copies of an endogenous promoter, or a heterologous promoter operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotide subsequences.

M31. The composition of embodiment M30, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1).

M32. The composition of any one of embodiments M1 to M31, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are not integrated in the yeast nucleic acid.

M33. The composition of embodiment M32, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are in one or more plasmids.

M34. The composition of any one of embodiments M1 to M31, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are integrated in genomic DNA of the yeast.

M35. The composition of embodiment M34, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are integrated in a transposition integration event, in a homologous recombination integration event, or in a transposition integration event and a homologous recombination integration event.

M36. The composition of embodiment M35, wherein the transposition integration event includes transposition of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

M37. The composition of embodiment 34, wherein the homologous recombination integration event includes homologous recombination of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

N1. A method, comprising contacting an engineered yeast of any one of embodiments M1 to M37 with a feedstock that contains one or more hexose sugars and one or more pentose sugars under conditions in which the microbe synthesizes ethanol.

N2. The method of embodiment N1, wherein the engineered yeast synthesizes ethanol to about 85% to about 99% of theoretical yield.

N3. The method of embodiment N1 or N2, comprising recovering ethanol synthesized by the engineered yeast.

N4. The method of any one of embodiments, N1 to N3, wherein the conditions are fermentation conditions.

O1. A composition comprising a nucleic acid comprising heterologous polynucleotides that encode a phosphogluconate dehydratase enzyme, a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme and a xylose isomerase enzyme.

O2. The composition of embodiment O1, wherein the yeast is a Saccharomyces spp. yeast.

O3. The composition of embodiment O2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

O3.1. The composition of any one of embodiments O1 to O3, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

O4. The composition of embodiment O3, wherein the Escherichia spp. microbe is an Escherichia coli strain.

O5. The composition of embodiment O3 or O4, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

O6. The composition of any one of embodiments O1 to O5, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

O7. The composition of any one of embodiments O1 to O5, wherein the polynucleotide that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

O8. The composition of any one of embodiments O1 to O7, wherein the xylose isomerase enzyme is a chimeric enzyme.

O8.1. The composition of embodiment O8, wherein a first portion of the polynucleotide that encodes the chimeric xylose isomerase enzyme is from a first microbe and a second portion of the polynucleotide that encodes the chimeric xylose isomerase enzyme is from a second microbe.

O8.2. The composition of embodiment O8 or O8.1, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales spp., Ruminococcus spp., Thermus spp., Bacillus spp., Clostridium spp., Orpinomyces spp., Escherichia spp. and Piromyces spp. microbes.

O8.3. The composition of embodiment O8.2, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales_genomosp. BVAB3 str UPI19-5, Ruminococcus flavefaciens, Ruminococcus_FD1, Ruminococcus _(—)18P13, Thermus thermophilus, Bacillus stercoris, Clostridium cellulolyticum, Bacillus uniformis, Bacillus stearothermophilus, Bacteroides thetaiotaomicron, Clostridium thermohydrosulfuricum, Orpinomyces, Clostridium phytofermentans, Escherichia coli and Piromyces strain E2.

O8. The composition of any one of embodiments O1 to O7, wherein 80% or more of the polynucleotide that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

O9. The composition of embodiment O8, wherein all or a portion of the polynucleotide that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

O10. The composition of any one of embodiments O8 to O9, wherein the Ruminococcus spp. microbe is a Ruminococcus flavefaciens strain.

O11. The composition of any one of embodiments O8 to O10, wherein the polynucleotide that encodes the xylose isomerase enzyme is chimeric and includes a sequence that encodes a xylose isomerase from another microbe.

O11.1. The composition of any one of embodiments O8 to O11, wherein the portion of the polynucleotide from the Ruminococcus spp. microbe xylose isomerase is 3′ with respect to the portion of the polynucleotide from another microbe.

O12. The composition of embodiment O11 or O11.1, wherein the other microbe is a fungus.

O13. The composition of embodiment O12, wherein the fungus is an anaerobic fungus.

O14. The composition of embodiment O12, wherein the fungus is a Piromyces spp. fungus.

O15. The composition of embodiment O14, wherein the Piromyces spp. fungus is a Piromyces strain E2.

O16. The composition of any one of embodiments O1 to O15, wherein the nucleic acid includes one or more polynucleotides that encode a glucose-6-phosphate dehydrogenase enzyme, a 6-phosphogluconolactonase enzyme, or a glucose-6-phosphate dehydrogenase enzyme and a 6-phosphogluconolactonase enzyme.

O17. The composition of embodiment O16, wherein the one or more polynucleotides that encode the glucose-6-phosphate dehydrogenase enzyme, the 6-phosphogluconolactonase enzyme, or the glucose-6-phosphate dehydrogenase enzyme and the 6-phosphogluconolactonase enzyme are from a yeast.

O18. The composition of embodiment O17, wherein the yeast from which the polynucleotide or polynucleotides are derived is a Saccharomyces spp. yeast.

O19. The composition of embodiment O18, wherein the yeast is a Saccharomyces cerevisiae strain.

O20. The composition of any one of embodiments O16 to O19, wherein the nucleic acid includes one or more polynucleotides that encode an endogenous glucose-6-phosphate dehydrogenase enzyme, an endogenous 6-phosphogluconolactonase enzyme, or an endogenous glucose-6-phosphate dehydrogenase enzyme and an endogenous 6-phosphogluconolactonase enzyme.

O21. The composition of any one of embodiments O16 to O20, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

O22. The composition of embodiment O21, wherein the ZWF gene is a ZWF1 gene.

O23. The composition of any one of embodiments O16 to O22, wherein the 6-phosphogluconolactonase enzyme is expressed from a SOL gene.

O24. The composition of embodiment O23, wherein the SOL gene is a SOL3 gene.

O25. The composition of any one of embodiments O1 to O24, wherein the nucleic acid includes one or more polynucleotides that encode one or more glucose transporters.

O26. The composition of embodiment O25, wherein the polynucleotide that encodes the one or more glucose transporters is from a yeast.

O27. The composition of embodiment O25 or O26, wherein the one or more glucose transporters is encoded by a one or more of a GAL2, GSX1 and GXF1 gene.

O28. The composition of any one of embodiments O1 to O27, wherein the nucleic acid includes one or more polynucleotides that encode a transketolase enzyme, transaldolase enzyme, or a transketolase enzyme and transaldolase enzyme.

O29. The composition of embodiment O28, wherein the transketolase enzyme is encoded by a TKL1 coding sequence or a TKL2 coding sequence.

O30. The composition of embodiment O28, wherein the transaldolase is encoded by a TAL coding sequence.

O31. The composition of any one of embodiments O28 to O30, wherein the transketolase enzyme or the transaldolase enzyme is from a yeast.

O32. The composition of any one of embodiments O1 to O31, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

O33. The composition of embodiment O32, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1).

O34. The composition of any one of embodiments O1 to O33, wherein the nucleic acid includes one or more polynucleotides that homologously combine in a gene of a host that encodes a phosphofructokinase (PFK) enzyme, phosphoglucoisomerase (PGI) enzyme or 6-phosphogluconate dehydrogenase (decarboxylating) enzyme.

O35. The composition of embodiment O34, wherein the phosphofructokinase (PFK) enzyme is a PFK-2 enzyme or PFK-1 enzyme.

O35.1. The composition of embodiment O34, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 gene or a GND-2 gene.

O36. The composition of embodiment O34, wherein the PGI is encoded by a PGI-1 gene.

O37. The composition of any one of embodiments O1 to O6, wherein the nucleic acid is one or two separate nucleic acid molecules.

O38. The composition of embodiment O37, wherein each nucleic acid molecule includes one or two or more of the polynucleotide subsequences, one or two or more of the promoters, or one or two or more of the polynucleotide subsequences and one or two or more of the promoters.

O39. The composition of embodiment O37 or O38, wherein each of the one or two nucleic acid molecules are in circular form.

O40. The composition of embodiment O37 or O38, wherein each of the one or two nucleic acid molecules are in linear form.

O41. The composition of any one of embodiments O37 to O40, wherein each of the one or two nucleic acid molecules functions as an expression vector.

O42. The composition of any one of embodiments O37 to O41, wherein each of the one or two nucleic acid molecules includes flanking sequences for integrating the polynucleotides, the promoter sequences, or the polynucleotides and the promoter sequences in the nucleic acid into genomic DNA of a host organism.

P1. The composition comprising an engineered yeast that includes an alteration that adds or increases a phosphogluconate dehydratase activity, a 2-keto-3-deoxygluconate-6-phosphate aldolase activity and a xylose isomerase activity.

P2. The composition of embodiment P1, wherein the yeast is a Saccharomyces spp. yeast.

P3. The composition of embodiment P2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

P4. The composition of any one of embodiments P1 to P3 that includes heterologous polynucleotides that encode a phosphogluconate dehydratase enzyme, a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme and a xylose isomerase enzyme.

P5. The composition of embodiment P4, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

P6. The composition of embodiment P5, wherein the Escherichia spp. microbe is an Escherichia coli strain.

P7. The composition of embodiment P5, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

P8. The composition of any one of embodiments P4 to P7, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

P9. The composition of any one of embodiments P4 to P7, wherein the polynucleotide that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

P10. The composition of any one of embodiments P1 to P9, wherein the xylose isomerase enzyme is a chimeric enzyme.

P11. The composition of embodiment P10, wherein a first portion of the polynucleotide that encodes the chimeric xylose isomerase enzyme is from a first microbe and a second portion of the polynucleotide that encodes the chimeric xylose isomerase enzyme is from a second microbe.

P12. The composition of embodiment P10 or P11, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales spp., Ruminococcus spp., Thermus spp., Bacillus spp., Clostridium spp., Orpinomyces spp., Escherichia spp. and Piromyces spp. microbes.

P13. The composition of embodiment P12, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales _(—) genomosp. BVAB3 str UPI19-5, Ruminococcus flavefaciens, Ruminococcus_FD1, Ruminococcus _(—)18P13, Thermus thermophilus, Bacillus stercoris, Clostridium cellulolyticum, Bacillus uniformis, Bacillus stearothermophilus, Bacteroides thetaiotaomicron, Clostridium thermohydrosulfuricum, Orpinomyces, Clostridium phytofermentans, Escherichia coli and Piromyces strain E2.

P14. The composition of any one of embodiments P10 to P13, wherein 80% or more of the polynucleotide that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

P15. The composition of embodiment P14, wherein all or a portion of the polynucleotide that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

P16. The composition of embodiment P15, wherein the Ruminococcus spp. microbe is a Ruminococcus flavefaciens strain.

P17. The composition of any one of embodiments P10 to P16, wherein the polynucleotide that encodes the xylose isomerase enzyme is chimeric and includes a sequence that encodes a xylose isomerase from another microbe.

P18. The composition of any one of embodiments P10 to P17, wherein the portion of the polynucleotide from the Ruminococcus spp. microbe xylose isomerase is 3′ with respect to the portion of the polynucleotide from another microbe.

P19. The composition of embodiment P17 or P18, wherein the other microbe is a fungus.

P20. The composition of embodiment P19, wherein the fungus is an anaerobic fungus.

P21. The composition of embodiment P20, wherein the fungus is a Piromyces spp. fungus.

P22. The composition of embodiment P21, wherein the Piromyces spp. fungus is a Piromyces strain E2.

P23. The composition of any one of embodiments P1 to P22, wherein one or more of the following activities are added or increased: a glucose-6-phosphate dehydrogenase activity, a 6-phosphogluconolactonase activity, or a glucose-6-phosphate dehydrogenase activity and a 6-phosphogluconolactonase activity.

P24. The composition of embodiment P24, wherein the yeast comprises one or more heterologous polynucleotides that encode one or more of the following enzymes, or wherein the yeast comprises multiple copies of endogenous polynucleotides that encode one or more of the following enzymes: glucose-6-phosphate dehydrogenase enzyme, 6-phosphogluconolactonase enzyme, or glucose-6-phosphate dehydrogenase enzyme and 6-phosphogluconolactonase enzyme.

P25. The composition of embodiment P24, wherein the one or more polynucleotides that encode the glucose-6-phosphate dehydrogenase enzyme, the 6-phosphogluconolactonase enzyme, or the glucose-6-phosphate dehydrogenase enzyme and the 6-phosphogluconolactonase enzyme are from a yeast.

P26. The composition of embodiment P25, wherein the yeast is a Saccharomyces spp. yeast.

P27. The composition of embodiment P26, wherein the yeast is a Saccharomyces cerevisiae strain.

P28. The composition of any one of embodiments P24 to P27, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

P29. The composition of embodiment P28, wherein the ZWF gene is a ZWF1 gene.

P30. The composition of any one of embodiments P24 to P29, wherein the 6-phosphogluconolactonase enzyme is expressed from a SOL gene.

P31. The composition of embodiment P31, wherein the SOL gene is a SOL3 gene.

P32. The composition of any one of embodiments P1 to P31, wherein the nucleic acid includes one or more polynucleotides that encode one or more glucose transporters.

P33. The composition of embodiment P32, wherein the polynucleotide that encodes the one or more glucose transporters is from a yeast.

P34. The composition of embodiment P32 or P33, wherein the one or more glucose transporters is encoded by a one or more of a GAL2, GSX1 and GXF1 gene.

P35. The composition of any one of embodiments P1 to P34, wherein the yeast includes one or more added activities or increased activities selected from the group consisting of transketolase activity, transaldolase activity, or a transketolase activity and transaldolase activity.

P36. The composition of embodiment P35, wherein the yeast includes one or more heterologous polynucleotides that encodes one or more of the following enzymes, or includes multiple copies of polynucleotides that encode one or more of the following enzymes: transketolase enzyme, transaldolase enzyme, or a transketolase enzyme and transaldolase enzyme

P37. The composition of embodiment P36, wherein the transketolase enzyme is encoded by a TKL1 coding sequence or a TKL2 coding sequence.

P38. The composition of embodiment P36, wherein the transaldolase is encoded by a TAL coding sequence.

P39. The composition of any one of embodiments P36 to P38, wherein the transketolase enzyme or the transaldolase enzyme is from a yeast.

P40. The composition of any one of embodiments P1 to P39, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

P41. The composition of embodiment P40, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1).

P42. The composition of any one of embodiments P1 to P41, wherein the yeast includes a reduction in one or more of the following activities: phosphofructokinase (PFK) activity, phosphoglucoisomerase (PGI) activity, 6-phosphogluconate dehydrogenase (decarboxylating) activity or combination thereof.

P43. The composition of embodiment P42, wherein the yeast includes an alteration in one or more polynucleotides that inhibits production of one or more enzymes selected from the group consisting of phosphofructokinase (PFK) enzyme, phosphoglucoisomerase (PGI) enzyme, 6-phosphogluconate dehydrogenase (decarboxylating) enzyme or combination thereof.

P44. The composition of embodiment P43, wherein the phosphofructokinase (PFK) enzyme is a PFK-2 enzyme or PFK-1 enzyme.

P44.1. The composition of embodiment P43, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 gene or GND-2 gene.

P45. The composition of embodiment P43, wherein the PGI is encoded by a PGI-1 gene.

P46. The composition of any one of embodiments P1 to P45, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are not integrated in the yeast nucleic acid.

P47. The composition of embodiment P46, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are in one or more plasmids.

P48. The composition of any one of embodiments P1 to P47, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are integrated in genomic DNA of the yeast.

P49. The composition of embodiment P48, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are integrated in a transposition integration event, in a homologous recombination integration event, or in a transposition integration event and a homologous recombination integration event.

P50. The composition of embodiment P49, wherein the transposition integration event includes transposition of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

P51. The composition of embodiment P49, wherein the homologous recombination integration event includes homologous recombination of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

Q1. A method, comprising contacting an engineered yeast of any one of embodiments P1 to P51 with a feedstock that contains one or more hexose sugars and one or more pentose sugars under conditions in which the microbe synthesizes ethanol.

Q2. The method of embodiment Q1, wherein the engineered yeast synthesizes ethanol to about 85% to about 99% of theoretical yield.

Q3. The method of embodiment Q1 or Q2, comprising recovering ethanol synthesized by the engineered yeast.

Q4. The method of any one of embodiments Q1 to Q3, wherein the conditions are fermentation conditions.

R1. A composition comprising a nucleic acid comprising heterologous polynucleotides that encode a phosphogluconate dehydratase enzyme, a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme and a 6-phosphogluconolactonase enzyme.

R2. The composition of embodiment R1, wherein the yeast is a Saccharomyces spp. yeast.

R3. The composition of embodiment R2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

R3.1. The composition of any one of embodiments R1 to R3, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

R4. The composition of embodiment R3, wherein the Escherichia spp. microbe is an Escherichia coli strain.

R5. The composition of embodiment R3 or R4, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

R6. The composition of any one of embodiments R1 to R5, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

R7. The composition of any one of embodiments R1 to R5, wherein the polynucleotide that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

R8. The composition of any one of embodiments R1 to R7, wherein the 6-phosphogluconolactonase enzyme is expressed from a SOL gene.

R9. The composition of embodiment R8, wherein the SOL gene is a SOL3 gene.

R10. The composition of any one of embodiments R1 to R9, wherein the nucleic acid includes a polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme.

R11. The composition of embodiment R10, wherein the polynucleotide that encodes the glucose-6-phosphate dehydrogenase enzyme is from a yeast.

R12. The composition of embodiment R11, wherein the yeast is a Saccharomyces spp. yeast.

R13. The composition of embodiment R12, wherein the yeast is a Saccharomyces cerevisiae strain.

R14. The composition of any one of embodiments R10 to R13, wherein the nucleic acid includes a polynucleotide that encode an endogenous glucose-6-phosphate dehydrogenase enzyme.

R15. The composition of any one of embodiments R10 to R14, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

R16. The composition of embodiment R15, wherein the ZWF gene is a ZWF1 gene.

R17. The composition of any one of embodiments R1 to R16, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

R18. The composition of embodiment R17, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1).

R19. The composition of any one of embodiments R1 to R18, wherein the nucleic acid includes one or more polynucleotides that homologously combine in a gene of a host that encodes a phosphofructokinase (PFK) enzyme, phosphoglucoisomerase (PGI) enzyme, 6-phosphogluconate dehydrogenase (decarboxylating) enzyme, transketolase enzyme, transaldolase enzyme, or combination thereof.

R20. The composition of embodiment R19, wherein the transketolase enzyme is encoded by a TKL-1 coding sequence or a TKL-2 coding sequence.

R21. The composition of embodiment R19, wherein the transaldolase is encoded by a TAL-1 coding sequence.

R22. The composition of embodiment R19, wherein the phosphofructokinase (PFK) enzyme is a PFK-2 enzyme or PFK-1 enzyme.

R23. The composition of embodiment R19, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 gene or a GND-2 gene.

R24. The composition of embodiment R19, wherein the PGI is encoded by a PGI-1 gene.

R25. The composition of any one of embodiments R1 to R24, wherein the nucleic acid is one or two separate nucleic acid molecules.

R26. The composition of embodiment R25, wherein each nucleic acid molecule includes one or two or more of the polynucleotide subsequences, one or two or more of the promoters, or one or two or more of the polynucleotide subsequences and one or two or more of the promoters.

R27. The composition of embodiment R25 or R26, wherein each of the one or two nucleic acid molecules are in circular form.

R28. The composition of embodiment R25 or R26, wherein each of the one or two nucleic acid molecules are in linear form.

R29. The composition of any one of embodiments R25 to R28, wherein each of the one or two nucleic acid molecules functions as an expression vector.

R30. The composition of any one of embodiments R25 to R29, wherein each of the one or two nucleic acid molecules includes flanking sequences for integrating the polynucleotides, the promoter sequences, or the polynucleotides and the promoter sequences in the nucleic acid into genomic DNA of a host organism.

S1. A composition comprising an engineered yeast that includes an alteration that adds or increases a phosphogluconate dehydratase activity, a 2-keto-3-deoxygluconate-6-phosphate aldolase activity and a 6-phosphogluconolactonase activity.

S2. The composition of embodiment S1, wherein the yeast is a Saccharomyces spp. yeast.

S3. The composition of embodiment S2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

S4. The composition of any one of embodiments S1 to S3 that includes heterologous polynucleotides that encode a phosphogluconate dehydratase enzyme, a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme and a 6-phosphogluconolactonase enzyme.

S5. The composition of embodiment S4, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

S6. The composition of embodiment S5, wherein the Escherichia spp. microbe is an Escherichia coli strain.

S7. The composition of embodiment S5, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

S8. The composition of any one of embodiments S4 to S7, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

S9. The composition of any one of embodiments S4 to S7, wherein the polynucleotide that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

S10. The composition of any one of embodiments S4 to S9, wherein the 6-phosphogluconolactonase enzyme is expressed from a SOL gene.

S11. The composition of embodiment S10, wherein the SOL gene is a SOL3 gene.

S12. The composition of any one of embodiments S4 to S11, wherein a glucose-6-phosphate dehydrogenase activity is added or increased.

S13. The composition of embodiment S12, wherein the yeast comprises a heterologous polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme, or wherein the yeast comprises multiple copies of an endogenous polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme.

S14. The composition of embodiment S13, wherein the polynucleotide that encodes the glucose-6-phosphate dehydrogenase enzyme is from a yeast.

S15. The composition of embodiment S14, wherein the yeast is a Saccharomyces spp. yeast.

S16. The composition of embodiment S15, wherein the yeast is a Saccharomyces cerevisiae strain.

S17. The composition of any one of embodiments S13 to S17, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

S18. The composition of embodiment S17, wherein the ZWF gene is a ZWF1 gene.

S19. The composition of any one of embodiments S1 to S18, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

S20. The composition of embodiment S19, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GSD), translation elongation factor (TEF-1), phosphoglucokinase (SGK-1) and triose phosphate dehydrogenase (TDH-1).

S21. The composition of any one of embodiments S1 to S20, wherein the yeast includes a reduction in one or more of the following activities: phosphofructokinase (PFK) activity, phosphoglucoisomerase (PGI) activity, 6-phosphogluconate dehydrogenase (decarboxylating) activity, transketolase activity, transaldolase activity, or combination thereof.

S22. The composition of embodiment S21, wherein the yeast includes an alteration in one or more polynucleotides that inhibits production of one or more enzymes selected from the group consisting of phosphofructokinase (PFK) enzyme, phosphoglucoisomerase (PGI) enzyme, 6-phosphogluconate dehydrogenase (decarboxylating) enzyme, transketolase enzyme, transaldolase enzyme, or combination thereof.

S23. The composition of embodiment S22, wherein the transketolase enzyme is encoded by a TKL-1 coding sequence or a TKL-2 coding sequence.

S24. The composition of embodiment S22, wherein the transaldolase is encoded by a TAL-1 coding sequence.

S25. The composition of embodiment S22, wherein the phosphofructokinase (PFK) enzyme is a PFK-2 enzyme or PFK-1 enzyme.

S26. The composition of embodiment S22, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 gene or GND-2 gene.

S27. The composition of embodiment S22, wherein the PGI is encoded by a PGI-1 gene.

S28. The composition of any one of embodiments S1 to S27, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are not integrated in the yeast nucleic acid.

S29. The composition of embodiment S28, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are in one or more plasmids.

S30. The composition of any one of embodiments S1 to S29, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are integrated in genomic DNA of the yeast.

S31. The composition of embodiment S30, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are integrated in a transposition integration event, in a homologous recombination integration event, or in a transposition integration event and a homologous recombination integration event.

S32. The composition of embodiment S31, wherein the transposition integration event includes transposition of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

S33. The composition of embodiment S31, wherein the homologous recombination integration event includes homologous recombination of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

T1. A method, comprising contacting an engineered yeast of any one of embodiments S1 to S33 with a feedstock that contains one or more hexose sugars under conditions in which the microbe synthesizes ethanol.

T2. The method of embodiment T1, wherein the engineered yeast synthesizes ethanol to about 85% to about 99% of theoretical yield.

T3. The method of embodiment T1 or T2, comprising recovering ethanol synthesized by the engineered yeast.

T4. The method of any one of embodiments T1 to T3, wherein the conditions are fermentation conditions.

U1. A composition comprising an engineered yeast that includes an alteration that adds or increases a xylose isomerase activity and a glucose transporter activity.

U2. The composition of embodiment U1, wherein the yeast is a Saccharomyces spp. yeast.

U3. The composition of embodiment U2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

U4. The composition of any one of embodiments U1 to U3 that includes heterologous polynucleotides that encode a xylose isomerase enzyme and a glucose transport enzyme.

U5. The composition of any one of embodiments U1 to U4, wherein the xylose isomerase enzyme is a chimeric enzyme.

U6. The composition of embodiment U5, wherein a first portion of the polynucleotide that encodes the chimeric xylose isomerase enzyme is from a first microbe and a second portion of the polynucleotide that encodes the chimeric xylose isomerase enzyme is from a second microbe.

U7. The composition of embodiment U5 or U6, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales spp., Ruminococcus spp., Thermus spp., Bacillus spp., Clostridium spp., Orpinomyces spp., Escherichia spp. and Piromyces spp. microbes.

U8. The composition of embodiment U7, wherein the first microbe, the second microbe, or the first microbe and the second microbe independently are selected from one or more of the group consisting of Clostridiales _(—) genomosp. BUAB3 str UUII9-5, Ruminococcus flavefaciens, Ruminococcus_FD1, Ruminococcus _(—)18U13, Thermus thermophilus, Bacillus stercoris, Clostridium cellulolyticum, Bacillus uniformis, Bacillus stearothermophilus, Bacteroides thetaiotaomicron, Clostridium thermohydrosulfuricum, Orpinomyces, Clostridium phytofermentans, Escherichia coli and Piromyces strain E2.

U9. The composition of any one of embodiments U5 to U8, wherein 80% or more of the polynucleotide that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

U10. The composition of embodiment U9, wherein all or a portion of the polynucleotide that encodes the xylose isomerase enzyme is from a Ruminococcus spp. microbe xylose isomerase-encoding sequence.

U11. The composition of embodiment U10, wherein the Ruminococcus spp. microbe is a Ruminococcus flavefaciens strain.

U12. The composition of any one of embodiments U5 to U12, wherein the polynucleotide that encodes the xylose isomerase enzyme is chimeric and includes a sequence that encodes a xylose isomerase from another microbe.

U13. The composition of any one of embodiments U5 to U12, wherein the portion of the polynucleotide from the Ruminococcus spp. microbe xylose isomerase is 3′ with respect to the portion of the polynucleotide from another microbe.

U14. The composition of embodiment U12 or U13, wherein the other microbe is a fungus.

U15. The composition of embodiment U14, wherein the fungus is an anaerobic fungus.

U16. The composition of embodiment U15, wherein the fungus is a Piromyces spp. fungus.

U17. The composition of embodiment U16, wherein the Piromyces spp. fungus is a Piromyces strain E2.

U18. The composition of any one of embodiments U4 to U17, wherein the polynucleotide that encodes the one or more glucose transporters is from a yeast.

U19. The composition of embodiment U18, wherein the one or more glucose transporters is encoded by a one or more of a GAL2, GSX1 and GXF1 gene.

U20. The composition of any one of embodiments U1 to U19, wherein the yeast includes one or more added activities or increased activities selected from the group consisting of transketolase activity, transaldolase activity, or a transketolase activity and transaldolase activity.

U21. The composition of embodiment U20, wherein the yeast includes one or more heterologous polynucleotides that encodes one or more of the following enzymes, or includes multiple copies of polynucleotides that encode one or more of the following enzymes: transketolase enzyme, transaldolase enzyme, or a transketolase enzyme and transaldolase enzyme

U22. The composition of embodiment U21, wherein the transketolase enzyme is encoded by a TKL1 coding sequence or a TKL2 coding sequence.

U23. The composition of embodiment U21, wherein the transaldolase is encoded by a TAL coding sequence.

U24. The composition of any one of embodiments U21 to U23, wherein the transketolase enzyme or the transaldolase enzyme is from a yeast.

U25. The composition of any one of embodiments U1 to U24, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

U26. The composition of embodiment U25, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GUD), translation elongation factor (TEF-1), phosphoglucokinase (UGK-1) and triose phosphate dehydrogenase (TDH-1).

U27. The composition of any one of embodiments U1 to U26, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are not integrated in the yeast nucleic acid.

U28. The composition of embodiment U27, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are in one or more plasmids.

U29. The composition of any one of embodiments U1 to U28, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are integrated in genomic DNA of the yeast.

U30. The composition of embodiment U29, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are integrated in a transposition integration event, in a homologous recombination integration event, or in a transposition integration event and a homologous recombination integration event.

U31. The composition of embodiment U30, wherein the transposition integration event includes transposition of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

U32. The composition of embodiment U30, wherein the homologous recombination integration event includes homologous recombination of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

V1. A method, comprising contacting an engineered yeast of any one of embodiments U1 to U32 with a feedstock that contains one or more pentose sugars under conditions in which the microbe synthesizes ethanol.

V2. The method of embodiment V1, wherein the engineered yeast synthesizes ethanol to about 85% to about 99% of theoretical yield.

V3. The method of embodiment V1 or V2, comprising recovering ethanol synthesized by the engineered yeast.

W1. A composition comprising a synthetic nucleic acid that includes a polynucleotide selected from the group of twenty (20) polynucleotides (SEQ ID NOS 513-531, respectively, in order of appearance) consisting of:

CACGCACGGACCGACCGTCACCGGACCGTTTCGCGCGACGTGCGCGAGGCTCCGACACGAA AGACGGGCCCCCTATTGCGCTCATGTCGGCCGCACCCCTGCGTAAAGTCAGATACGTGCGC CACCCGAGCCGGGACCGCCCTGAGCGCATGGTCCGGGCGGCGTGGCAAGCGCAGGAGGGCG TGCCCCGTTCGCTAGGCA ACGTATGTCGGCTGATCGTACACGCCGACCAGCGCAGTCGGCGTACTCAGGCGTTCCGAGT AGCTCACATCTGTGGGCCCCGGCGTACCTTCGGCAGGGTTATGCGACGGGGCGGCAGGCTT GCGCTGGCGTCGGGAATCACCGCGAACTTGACCCGCGCCGGTTCCGTATCGGTCCGCTGCG GCCGTGCTCCGCAGTCGA TGCAGTCCGCCCAGCCGGCCGTGTAGCACGGCCGACTGCAGGTGCGACGTGCTAGGGGCCA GCACGCGAGCGGCCCTACCACGGGTCGTGTGGGGCGCATGACCGCCGGCCGGGTCTCGGCA CGGGGCGACGCGGTGCTCCTAGGCTAGCAGGGCCTCACCGGGTGATCCCCCGTGTAGCGCC GCACAACACCCCCTGCGA TGCCCGCATACCGCCCGCCCACTGGGGATCCTCCGGCGCTGTCGCGCTATGCGCGTCCATC CTGGTCGGACGGGCTCGGGCCCCGGACCAAACCGCAGCGGCCCCTGGCAGCGACTAAGGGC GCCGTCTCACCCTAGACTTCTTAATCGGGGTGTCCCGGTAGGCCGGGAGTAGCCTCGGCGG GCTAGCCGCGTGACTATA GCGGGTTAGTCCCCGTCGGACGTCATGCATACAGTCGGGGCTGGCGAGACAGGAGGCTACA GGGGGCGCCCGGAGGAACACACGTGGGACTAAGACGTCGGTCCGTGTGCCCCCGAACCGGC GTGCTCATCGTAGGACTGGGAAGTCCGTACCGCGTGGCTCGTACCTCGCGGTCTGAGTCCG ACACCCGCTGACGCCGGA CTGAGACGACTCCCGCACTACGGATCGCGAGCGTAGACTCAGCCCGGACTCTCACGCGACC TCGGACGCGGCCTAATGTCTCGACTCGCGGTCCGCTGAAGGTCTCGGGGCACGCGAGACGC GGGGTCAGGCCGGGGGGATCCCCGCACACACTCAGTCGCGGCGAACGGAGTCCCGTGGCCT GGCTAGGGATCGTGGGTA GGGGCGTCCACTCTGGCTCGGTAGAGCGCTGGGCTCCGCGCGACTGCGCGCACCCATCGGT TTGGCGCGACGCACCGTGGACTCCTGGGCTAGAGGGCGGGTCCCCGCCATACCCCGTTCTC GTGCCGGCTGGGTAGGACCGGAGTGACGGCTGTGGCCGGCGACTCGGGCGCGCACTGTAGT CGGATCTGGGCGGGCAGA GTCGGGCGCGCGTCAGTCCACGCGTTAAACACTGGCCGACGACACGACGGGATCCGGGCAC GCCCCGAGAGCGCGTGTTCGCGCGAGTCGATCGGGAGGCCGCAGCGTGTCGAGCCCAGACC CCGCTCTAGCGTGGCCATCGCGGTGCTAAGTGGGGCGGCCGGGTCCTATACACGCTTACCG ATAGTCAAGTTTGCGTGA GTCTTAGGGCCCAGGGACCGCACGGGTCGACCGCGCGACTGGTCGGAGCTTGCGCGTCTAC GCCACTCGGCGGCCCCGACGGGGGATGCCGCGGAATGTCCGCCGGCGTATGCGGCTCAAGC CGGACCGTCGGACTGCGAAGCGCCGTGAGCACCCCTCGACCTGACCGGACGCGGCGCACCC GTCCGAGTATCGTCGCGA TCGGGTCTCGCCCGGCGCTAGTCCAGCCGTAGCGCTCTCCGGCGATCACCCCGGAGCACTC TGGAGCCGAGCGGTCGGGTCTGTTGGGCGCGCCGCGGCTACGGACGGCTCGACTCACTGGC GCTCGACCCCGTATCCCCCGTCTCGGACGACGCACCGTTGCGCGGGAACGATCGGCGGCGC TCACACGCACGATCGGAA CTTAAGGCTGGCGCACCATGAGGGCCGCGCCACGTCCGACCCGCAGCCCGCGCGTAGTAGC CTAGCCGGGCGGGGTTCCTCCCGTGCGTCACCTAGCACGGGGCCTGGCACCGAACGCGAGC CCGTCCGGTCACCGCGGCGGGTCTGCGGACGTCCCCGGTCGCTCGGCTCGGAGTCCCCGCT GGGGATCGCGTCGGGACA CGACGGCGTAGCACTCGCGGACCTAGGGCGCGCGAGTCGGGGGAGCCCGCGGTGCGACGCT CGGGGAGGAGCTCGCATGCCCAAGGCACGATCTAGGGGGGGGTACGGGGGGCGTCCGTCCG AGCGCCGGGACTGCGATCCGGGGCCACATGCTAACCGGCGGAAGGGGGGACCTAACCGGTG TGGACTCCGGGTAATCCA CGGGGGGCTGACACGTCTCGGATCGCCCCGTCAGTCAGCCCCCTAGTCCCGGACAGGACGT CGGAGGTCGAGTCCGCACTGTCGGGCCTGCTCGTGGGCACGGCAGGACGCGTCCCCATGGT CAGCCGCCGTGCGATACCTCGCCACGACTCTGAGCCGGGCGCGAGCGTGAGAGCCCGAGCC GCGGTACACGGGGCGTCA GCGAGCTCGCTCTCGACTCCGGGCTCCCGTGCTGACACGGGGTGCGACCCCGCGGCGATTG TCCGCACGCCTGTCGGACGACGTCGGCCCGTCGTAGTGCCGGTCAGAGGCAGGGGGGCTGC TCGCGCTGGCCGCCTCGTCGCGCGTGGACCCTATGGGGGATCACGCGTGGGGTCGGGATCG GGGACCGCGCGACTTGGA CGCGCCCCGTAACGGACGCGGTGAGTCGAGCTTACGCGGCTAGGGCCGAGTCGTGTTAGCG TCTCGCGTAAGCGAATGCCACGTCCCCCGCCGCCCGTCGCGCAGCTGGCTACGCAACGCCT CCGCGGCCTCCGTAGCGAGTGCGTGGGACGCTGGCCGTCCGCGTGTTCCGGGACCTGGATG CGGGAGGGACCTAAGGCA AGAACGTGCGGTCGTCCCCACGCACGGGATGACGGACGGGGTAGACGGGCGTCGTGCGCGC GGGTAGCGTAACCGGTTACAGTCCCCGCAACGCTCTAGCTCCGGCCCTCGCTTAGGAGTTC GCGGCCGAGACATGAGGTGGTCCGGACGGCAGGGGGTCGCGGAGACCGTGGAGCCGATTCT GCCGGACGCCACGTCCCA CGGGACGCCCCGTACCGTGTACGAAGCCCCGGTCGGTCGGCGGATCGTAGATCCCGGAGCC GACGCCTTGAACCCGGCTTTCCCAGCGACTCGCGCCCCCACTGGGTCCCTCGGGACCCCGC TCCCCCCAGACGCATACAGCCCGCAAGCGGGGGCAGTCTCGGACCGCCCGGACACTGGCCT TAGGCACCGTGGGCTCGA GTGTCCGGGGCGCATCGGAGCTGTCCGACCGAGTTCCGGGGACGGCGCACGTTGTGCCGGC CTCAGACGGAGCCTGTAGCCCCCGGACAGTGTGTGCCCGCCCACTACGGGTTAGGCACGGG GTTGGTCGGCACGCGTCCTCCGCGTGTCACGGACCGATGCAGACCGCTGGCCGGGAGGTCG CCCCCCCAGGGGTGCACA CGCGCAGCACGCACGTCCGGGGCACGCGCGGCTCGGAGGGTCCGGGCTGGGACGGGAGGTT TGGAGTCGCGTGCGCGTAGCAGCGCACCCGCCTGGTCGCCGGGTCTAGTAGGGCTGGGTTA CGGAGGACGTGCAGGCGACCCCAACCGTTGACGACGGGTCCGACCACGCCTTTAGCCGTGG CGTGTCCGTCGCGAGCCA

W2. A microorganism comprising a polynucleotide that includes a sequence selected from the group of twenty (20) sequences (SEQ ID NOS 513-531, respectively, in order of appearance) consisting of

CACGCACGGACCGACCGTCACCGGACCGTTTCGCGCGACGTGCGCGAGGCTCCGACACGAA AGACGGGCCCCCTATTGCGCTCATGTCGGCCGCACCCCTGCGTAAAGTCAGATACGTGCGC CACCCGAGCCGGGACCGCCCTGAGCGCATGGTCCGGGCGGCGTGGCAAGCGCAGGAGGGCG TGCCCCGTTCGCTAGGCA ACGTATGTCGGCTGATCGTACACGCCGACCAGCGCAGTCGGCGTACTCAGGCGTTCCGAGT AGCTCACATCTGTGGGCCCCGGCGTACCTTCGGCAGGGTTATGCGACGGGGCGGCAGGCTT GCGCTGGCGTCGGGAATCACCGCGAACTTGACCCGCGCCGGTTCCGTATCGGTCCGCTGCG GCCGTGCTCCGCAGTCGA TGCAGTCCGCCCAGCCGGCCGTGTAGCACGGCCGACTGCAGGTGCGACGTGCTAGGGGCCA GCACGCGAGCGGCCCTACCACGGGTCGTGTGGGGCGCATGACCGCCGGCCGGGTCTCGGCA CGGGGCGACGCGGTGCTCCTAGGCTAGCAGGGCCTCACCGGGTGATCCCCCGTGTAGCGCC GCACAACACCCCCTGCGA TGCCCGCATACCGCCCGCCCACTGGGGATCCTCCGGCGCTGTCGCGCTATGCGCGTCCATC CTGGTCGGACGGGCTCGGGCCCCGGACCAAACCGCAGCGGCCCCTGGCAGCGACTAAGGGC GCCGTCTCACCCTAGACTTCTTAATCGGGGTGTCCCGGTAGGCCGGGAGTAGCCTCGGCGG GCTAGCCGCGTGACTATA GCGGGTTAGTCCCCGTCGGACGTCATGCATACAGTCGGGGCTGGCGAGACAGGAGGCTACA GGGGGCGCCCGGAGGAACACACGTGGGACTAAGACGTCGGTCCGTGTGCCCCCGAACCGGC GTGCTCATCGTAGGACTGGGAAGTCCGTACCGCGTGGCTCGTACCTCGCGGTCTGAGTCCG ACACCCGCTGACGCCGGA CTGAGACGACTCCCGCACTACGGATCGCGAGCGTAGACTCAGCCCGGACTCTCACGCGACC TCGGACGCGGCCTAATGTCTCGACTCGCGGTCCGCTGAAGGTCTCGGGGCACGCGAGACGC GGGGTCAGGCCGGGGGGATCCCCGCACACACTCAGTCGCGGCGAACGGAGTCCCGTGGCCT GGCTAGGGATCGTGGGTA GGGGCGTCCACTCTGGCTCGGTAGAGCGCTGGGCTCCGCGCGACTGCGCGCACCCATCGGT TTGGCGCGACGCACCGTGGACTCCTGGGCTAGAGGGCGGGTCCCCGCCATACCCCGTTCTC GTGCCGGCTGGGTAGGACCGGAGTGACGGCTGTGGCCGGCGACTCGGGCGCGCACTGTAGT CGGATCTGGGCGGGCAGA GTCGGGCGCGCGTCAGTCCACGCGTTAAACACTGGCCGACGACACGACGGGATCCGGGCAC GCCCCGAGAGCGCGTGTTCGCGCGAGTCGATCGGGAGGCCGCAGCGTGTCGAGCCCAGACC CCGCTCTAGCGTGGCCATCGCGGTGCTAAGTGGGGCGGCCGGGTCCTATACACGCTTACCG ATAGTCAAGTTTGCGTGA GTCTTAGGGCCCAGGGACCGCACGGGTCGACCGCGCGACTGGTCGGAGCTTGCGCGTCTAC GCCACTCGGCGGCCCCGACGGGGGATGCCGCGGAATGTCCGCCGGCGTATGCGGCTCAAGC CGGACCGTCGGACTGCGAAGCGCCGTGAGCACCCCTCGACCTGACCGGACGCGGCGCACCC GTCCGAGTATCGTCGCGA TCGGGTCTCGCCCGGCGCTAGTCCAGCCGTAGCGCTCTCCGGCGATCACCCCGGAGCACTC TGGAGCCGAGCGGTCGGGTCTGTTGGGCGCGCCGCGGCTACGGACGGCTCGACTCACTGGC GCTCGACCCCGTATCCCCCGTCTCGGACGACGCACCGTTGCGCGGGAACGATCGGCGGCGC TCACACGCACGATCGGAA CTTAAGGCTGGCGCACCATGAGGGCCGCGCCACGTCCGACCCGCAGCCCGCGCGTAGTAGC CTAGCCGGGCGGGGTTCCTCCCGTGCGTCACCTAGCACGGGGCCTGGCACCGAACGCGAGC CCGTCCGGTCACCGCGGCGGGTCTGCGGACGTCCCCGGTCGCTCGGCTCGGAGTCCCCGCT GGGGATCGCGTCGGGACA CGACGGCGTAGCACTCGCGGACCTAGGGCGCGCGAGTCGGGGGAGCCCGCGGTGCGACGCT CGGGGAGGAGCTCGCATGCCCAAGGCACGATCTAGGGGGGGGTACGGGGGGCGTCCGTCCG AGCGCCGGGACTGCGATCCGGGGCCACATGCTAACCGGCGGAAGGGGGGACCTAACCGGTG TGGACTCCGGGTAATCCA CGGGGGGCTGACACGTCTCGGATCGCCCCGTCAGTCAGCCCCCTAGTCCCGGACAGGACGT CGGAGGTCGAGTCCGCACTGTCGGGCCTGCTCGTGGGCACGGCAGGACGCGTCCCCATGGT CAGCCGCCGTGCGATACCTCGCCACGACTCTGAGCCGGGCGCGAGCGTGAGAGCCCGAGCC GCGGTACACGGGGCGTCA GCGAGCTCGCTCTCGACTCCGGGCTCCCGTGCTGACACGGGGTGCGACCCCGCGGCGATTG TCCGCACGCCTGTCGGACGACGTCGGCCCGTCGTAGTGCCGGTCAGAGGCAGGGGGGCTGC TCGCGCTGGCCGCCTCGTCGCGCGTGGACCCTATGGGGGATCACGCGTGGGGTCGGGATCG GGGACCGCGCGACTTGGA CGCGCCCCGTAACGGACGCGGTGAGTCGAGCTTACGCGGCTAGGGCCGAGTCGTGTTAGCG TCTCGCGTAAGCGAATGCCACGTCCCCCGCCGCCCGTCGCGCAGCTGGCTACGCAACGCCT CCGCGGCCTCCGTAGCGAGTGCGTGGGACGCTGGCCGTCCGCGTGTTCCGGGACCTGGATG CGGGAGGGACCTAAGGCA AGAACGTGCGGTCGTCCCCACGCACGGGATGACGGACGGGGTAGACGGGCGTCGTGCGCGC GGGTAGCGTAACCGGTTACAGTCCCCGCAACGCTCTAGCTCCGGCCCTCGCTTAGGAGTTC GCGGCCGAGACATGAGGTGGTCCGGACGGCAGGGGGTCGCGGAGACCGTGGAGCCGATTCT GCCGGACGCCACGTCCCA CGGGACGCCCCGTACCGTGTACGAAGCCCCGGTCGGTCGGCGGATCGTAGATCCCGGAGCC GACGCCTTGAACCCGGCTTTCCCAGCGACTCGCGCCCCCACTGGGTCCCTCGGGACCCCGC TCCCCCCAGACGCATACAGCCCGCAAGCGGGGGCAGTCTCGGACCGCCCGGACACTGGCCT TAGGCACCGTGGGCTCGA GTGTCCGGGGCGCATCGGAGCTGTCCGACCGAGTTCCGGGGACGGCGCACGTTGTGCCGGC CTCAGACGGAGCCTGTAGCCCCCGGACAGTGTGTGCCCGCCCACTACGGGTTAGGCACGGG GTTGGTCGGCACGCGTCCTCCGCGTGTCACGGACCGATGCAGACCGCTGGCCGGGAGGTCG CCCCCCCAGGGGTGCACA CGCGCAGCACGCACGTCCGGGGCACGCGCGGCTCGGAGGGTCCGGGCTGGGACGGGAGGTT TGGAGTCGCGTGCGCGTAGCAGCGCACCCGCCTGGTCGCCGGGTCTAGTAGGGCTGGGTTA CGGAGGACGTGCAGGCGACCCCAACCGTTGACGACGGGTCCGACCACGCCTTTAGCCGTGG CGTGTCCGTCGCGAGCCA

W3. A method comprising detecting the presence or absence of a nucleotide sequence identification tag in a microorganism, wherein the nucleotide sequence is selected from the group of twenty (20) nucleotide sequences (SEQ ID NOS 513-531, respectively, in order of appearance) consisting of

CACGCACGGACCGACCGTCACCGGACCGTTTCGCGCGACGTGCGCGAGGCTCCGACACGAA AGACGGGCCCCCTATTGCGCTCATGTCGGCCGCACCCCTGCGTAAAGTCAGATACGTGCGC CACCCGAGCCGGGACCGCCCTGAGCGCATGGTCCGGGCGGCGTGGCAAGCGCAGGAGGGCG TGCCCCGTTCGCTAGGCA ACGTATGTCGGCTGATCGTACACGCCGACCAGCGCAGTCGGCGTACTCAGGCGTTCCGAGT AGCTCACATCTGTGGGCCCCGGCGTACCTTCGGCAGGGTTATGCGACGGGGCGGCAGGCTT GCGCTGGCGTCGGGAATCACCGCGAACTTGACCCGCGCCGGTTCCGTATCGGTCCGCTGCG GCCGTGCTCCGCAGTCGA TGCAGTCCGCCCAGCCGGCCGTGTAGCACGGCCGACTGCAGGTGCGACGTGCTAGGGGCCA GCACGCGAGCGGCCCTACCACGGGTCGTGTGGGGCGCATGACCGCCGGCCGGGTCTCGGCA CGGGGCGACGCGGTGCTCCTAGGCTAGCAGGGCCTCACCGGGTGATCCCCCGTGTAGCGCC GCACAACACCCCCTGCGA TGCCCGCATACCGCCCGCCCACTGGGGATCCTCCGGCGCTGTCGCGCTATGCGCGTCCATC CTGGTCGGACGGGCTCGGGCCCCGGACCAAACCGCAGCGGCCCCTGGCAGCGACTAAGGGC GCCGTCTCACCCTAGACTTCTTAATCGGGGTGTCCCGGTAGGCCGGGAGTAGCCTCGGCGG GCTAGCCGCGTGACTATA GCGGGTTAGTCCCCGTCGGACGTCATGCATACAGTCGGGGCTGGCGAGACAGGAGGCTACA GGGGGCGCCCGGAGGAACACACGTGGGACTAAGACGTCGGTCCGTGTGCCCCCGAACCGGC GTGCTCATCGTAGGACTGGGAAGTCCGTACCGCGTGGCTCGTACCTCGCGGTCTGAGTCCG ACACCCGCTGACGCCGGA CTGAGACGACTCCCGCACTACGGATCGCGAGCGTAGACTCAGCCCGGACTCTCACGCGACC TCGGACGCGGCCTAATGTCTCGACTCGCGGTCCGCTGAAGGTCTCGGGGCACGCGAGACGC GGGGTCAGGCCGGGGGGATCCCCGCACACACTCAGTCGCGGCGAACGGAGTCCCGTGGCCT GGCTAGGGATCGTGGGTA GGGGCGTCCACTCTGGCTCGGTAGAGCGCTGGGCTCCGCGCGACTGCGCGCACCCATCGGT TTGGCGCGACGCACCGTGGACTCCTGGGCTAGAGGGCGGGTCCCCGCCATACCCCGTTCTC GTGCCGGCTGGGTAGGACCGGAGTGACGGCTGTGGCCGGCGACTCGGGCGCGCACTGTAGT CGGATCTGGGCGGGCAGA GTCGGGCGCGCGTCAGTCCACGCGTTAAACACTGGCCGACGACACGACGGGATCCGGGCAC GCCCCGAGAGCGCGTGTTCGCGCGAGTCGATCGGGAGGCCGCAGCGTGTCGAGCCCAGACC CCGCTCTAGCGTGGCCATCGCGGTGCTAAGTGGGGCGGCCGGGTCCTATACACGCTTACCG ATAGTCAAGTTTGCGTGA GTCTTAGGGCCCAGGGACCGCACGGGTCGACCGCGCGACTGGTCGGAGCTTGCGCGTCTAC GCCACTCGGCGGCCCCGACGGGGGATGCCGCGGAATGTCCGCCGGCGTATGCGGCTCAAGC CGGACCGTCGGACTGCGAAGCGCCGTGAGCACCCCTCGACCTGACCGGACGCGGCGCACCC GTCCGAGTATCGTCGCGA TCGGGTCTCGCCCGGCGCTAGTCCAGCCGTAGCGCTCTCCGGCGATCACCCCGGAGCACTC TGGAGCCGAGCGGTCGGGTCTGTTGGGCGCGCCGCGGCTACGGACGGCTCGACTCACTGGC GCTCGACCCCGTATCCCCCGTCTCGGACGACGCACCGTTGCGCGGGAACGATCGGCGGCGC TCACACGCACGATCGGAA CTTAAGGCTGGCGCACCATGAGGGCCGCGCCACGTCCGACCCGCAGCCCGCGCGTAGTAGC CTAGCCGGGCGGGGTTCCTCCCGTGCGTCACCTAGCACGGGGCCTGGCACCGAACGCGAGC CCGTCCGGTCACCGCGGCGGGTCTGCGGACGTCCCCGGTCGCTCGGCTCGGAGTCCCCGCT GGGGATCGCGTCGGGACA CGACGGCGTAGCACTCGCGGACCTAGGGCGCGCGAGTCGGGGGAGCCCGCGGTGCGACGCT CGGGGAGGAGCTCGCATGCCCAAGGCACGATCTAGGGGGGGGTACGGGGGGCGTCCGTCCG AGCGCCGGGACTGCGATCCGGGGCCACATGCTAACCGGCGGAAGGGGGGACCTAACCGGTG TGGACTCCGGGTAATCCA CGGGGGGCTGACACGTCTCGGATCGCCCCGTCAGTCAGCCCCCTAGTCCCGGACAGGACGT CGGAGGTCGAGTCCGCACTGTCGGGCCTGCTCGTGGGCACGGCAGGACGCGTCCCCATGGT CAGCCGCCGTGCGATACCTCGCCACGACTCTGAGCCGGGCGCGAGCGTGAGAGCCCGAGCC GCGGTACACGGGGCGTCA GCGAGCTCGCTCTCGACTCCGGGCTCCCGTGCTGACACGGGGTGCGACCCCGCGGCGATTG TCCGCACGCCTGTCGGACGACGTCGGCCCGTCGTAGTGCCGGTCAGAGGCAGGGGGGCTGC TCGCGCTGGCCGCCTCGTCGCGCGTGGACCCTATGGGGGATCACGCGTGGGGTCGGGATCG GGGACCGCGCGACTTGGA CGCGCCCCGTAACGGACGCGGTGAGTCGAGCTTACGCGGCTAGGGCCGAGTCGTGTTAGCG TCTCGCGTAAGCGAATGCCACGTCCCCCGCCGCCCGTCGCGCAGCTGGCTACGCAACGCCT CCGCGGCCTCCGTAGCGAGTGCGTGGGACGCTGGCCGTCCGCGTGTTCCGGGACCTGGATG CGGGAGGGACCTAAGGCA AGAACGTGCGGTCGTCCCCACGCACGGGATGACGGACGGGGTAGACGGGCGTCGTGCGCGC GGGTAGCGTAACCGGTTACAGTCCCCGCAACGCTCTAGCTCCGGCCCTCGCTTAGGAGTTC GCGGCCGAGACATGAGGTGGTCCGGACGGCAGGGGGTCGCGGAGACCGTGGAGCCGATTCT GCCGGACGCCACGTCCCA CGGGACGCCCCGTACCGTGTACGAAGCCCCGGTCGGTCGGCGGATCGTAGATCCCGGAGCC GACGCCTTGAACCCGGCTTTCCCAGCGACTCGCGCCCCCACTGGGTCCCTCGGGACCCCGC TCCCCCCAGACGCATACAGCCCGCAAGCGGGGGCAGTCTCGGACCGCCCGGACACTGGCCT TAGGCACCGTGGGCTCGA GTGTCCGGGGCGCATCGGAGCTGTCCGACCGAGTTCCGGGGACGGCGCACGTTGTGCCGGC CTCAGACGGAGCCTGTAGCCCCCGGACAGTGTGTGCCCGCCCACTACGGGTTAGGCACGGG GTTGGTCGGCACGCGTCCTCCGCGTGTCACGGACCGATGCAGACCGCTGGCCGGGAGGTCG CCCCCCCAGGGGTGCACA CGCGCAGCACGCACGTCCGGGGCACGCGCGGCTCGGAGGGTCCGGGCTGGGACGGGAGGTT TGGAGTCGCGTGCGCGTAGCAGCGCACCCGCCTGGTCGCCGGGTCTAGTAGGGCTGGGTTA CGGAGGACGTGCAGGCGACCCCAACCGTTGACGACGGGTCCGACCACGCCTTTAGCCGTGG CGTGTCCGTCGCGAGCCA

W4. The method of embodiment W3, wherein the microorganism includes two or more different identification tags.

W5. The method of embodiment W3, wherein the microorganism includes multiple copies of one or more of the identification tags.

X1. A composition comprising a nucleic acid comprising heterologous polynucleotides that encode a phosphogluconate dehydratase enzyme and a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme, and one or more polynucleotides that homologously combine in a gene of a host that encodes a 6-phosphogluconate dehydrogenase (decarboxylating) enzyme.

X2. The composition of embodiment X1, wherein the yeast is a Saccharomyces spp. yeast.

X3. The composition of embodiment X2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

X3.1. The composition of any one of embodiments X1 to X3, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

X4. The composition of embodiment X3, wherein the Escherichia spp. microbe is an Escherichia coli strain.

X5. The composition of embodiment X3 or X4, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

X6. The composition of any one of embodiments X1 to X5, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

X7. The composition of any one of embodiments X1 to X5, wherein the polynucleotide that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

X8. The composition of any one of embodiments X1 to X7, wherein the nucleic acid includes a polynucleotide that encodes a 6-phosphogluconolactonase enzyme.

X8.1. The composition of embodiment X8, wherein the polynucleotide that encodes the 6-phosphogluconolactonase enzyme is from a yeast.

X8.2. The composition of embodiment X8.1, wherein the yeast is a Saccharomyces spp. yeast.

X8.3. The composition of embodiment X8.2, wherein the yeast is a Saccharomyces cerevisiae strain.

X8.4. The composition of any one of embodiments X8 to X8.3, wherein the 6-phosphogluconolactonase enzyme is expressed from a SOL gene.

X9. The composition of embodiment X8.4, wherein the SOL gene is a SOL3 gene.

X10. The composition of any one of embodiments X1 to X9, wherein the nucleic acid includes a polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme.

X11. The composition of embodiment X10, wherein the polynucleotide that encodes the glucose-6-phosphate dehydrogenase enzyme is from a yeast.

X12. The composition of embodiment X11, wherein the yeast is a Saccharomyces spp. yeast.

X13. The composition of embodiment X12, wherein the yeast is a Saccharomyces cerevisiae strain.

X14. The composition of any one of embodiments X10 to X13, wherein the nucleic acid includes a polynucleotide that encode an endogenous glucose-6-phosphate dehydrogenase enzyme.

X15. The composition of any one of embodiments X10 to X14, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

X16. The composition of embodiment X15, wherein the ZWF gene is a ZWF1 gene.

X17. The composition of any one of embodiments X1 to X16, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

X18. The composition of embodiment X17, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GPD), translation elongation factor (TEF-1), phosphoglucokinase (PGK-1) and triose phosphate dehydrogenase (TDH-1).

X19. The composition of any one of embodiments X1 to X18, wherein the nucleic acid includes one or more polynucleotides that homologously combine in a gene of a host that encodes a phosphofructokinase (PFK) enzyme, phosphoglucoisomerase (PGI) enzyme, transketolase enzyme, transaldolase enzyme, or combination thereof.

X20. The composition of embodiment X19, wherein the transketolase enzyme is encoded by a TKL-1 coding sequence or a TKL-2 coding sequence.

X21. The composition of embodiment X19, wherein the transaldolase is encoded by a TAL-1 coding sequence.

X22. The composition of embodiment X19, wherein the phosphofructokinase (PFK) enzyme is a PFK-2 enzyme or PFK-1 enzyme.

X23. The composition of any one of embodiments X1 to X22, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 gene or a GND-2 gene.

X24. The composition of embodiment X19, wherein the PGI is encoded by a PGI-1 gene.

X25. The composition of any one of embodiments X1 to X24, wherein the nucleic acid is one or two separate nucleic acid molecules.

X26. The composition of embodiment X25, wherein each nucleic acid molecule includes one or two or more of the polynucleotide subsequences, one or two or more of the promoters, or one or two or more of the polynucleotide subsequences and one or two or more of the promoters.

X27. The composition of embodiment X25 or X26, wherein each of the one or two nucleic acid molecules are in circular form.

X28. The composition of embodiment X25 or X26, wherein each of the one or two nucleic acid molecules are in linear form.

X29. The composition of any one of embodiments X25 to X28, wherein each of the one or two nucleic acid molecules functions as an expression vector.

X30. The composition of any one of embodiments X25 to X29, wherein each of the one or two nucleic acid molecules includes flanking sequences for integrating the polynucleotides, the promoter sequences, or the polynucleotides and the promoter sequences in the nucleic acid into genomic DNA of a host organism.

Y1. A composition comprising an engineered yeast that includes an alteration that adds or increases a phosphogluconate dehydratase activity and a 2-keto-3-deoxygluconate-6-phosphate aldolase activity, and an alteration that reduces a 6-phosphogluconate dehydrogenase (decarboxylating) activity.

Y2. The composition of embodiment Y1, wherein the yeast is a Saccharomyces spp. yeast.

Y3. The composition of embodiment Y2, wherein the yeast is a Saccharomyces cerevisiae yeast strain.

Y4. The composition of any one of embodiments Y1 to Y3, wherein the yeast includes an altered gene that encodes a 6-phosphogluconate dehydrogenase (decarboxylating) enzyme.

Y4.1. The composition of any one of embodiments Y1 to Y4 where the yeast includes heterologous polynucleotides, or multiple copies of endogenous polynucleotides, that encode a phosphogluconate dehydratase enzyme and a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme.

Y5. The composition of embodiment Y4, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Pseudomonas spp. microbe.

Y6. The composition of embodiment Y5, wherein the Escherichia spp. microbe is an Escherichia coli strain.

Y7. The composition of embodiment Y5, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.

Y8. The composition of any one of embodiments Y4 to Y7, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is an EDD gene.

Y9. The composition of any one of embodiments Y4 to Y7, wherein the polynucleotide that encodes the 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme is an EDA gene.

Y10. The composition of any one of embodiments Y1 to Y11, wherein a glucose-6-phosphate dehydrogenase activity is added or increased.

Y10.1. The composition of embodiment Y10, wherein the yeast comprises a heterologous polynucleotide that encodes a 6-phosphogluconolactonase enzyme, or wherein the yeast comprises multiple copies of an endogenous polynucleotide that encodes a 6-phosphogluconolactonase enzyme.

Y10.2. The composition of embodiment Y10.1, wherein the polynucleotide that encodes the 6-phosphogluconolactonase enzyme enzyme is from a yeast.

Y10.3. The composition of embodiment Y10.2, wherein the yeast is a Saccharomyces spp. yeast.

Y10.4. The composition of embodiment Y10.3, wherein the yeast is a Saccharomyces cerevisiae strain.

Y10.5. The composition of any one of embodiments Y10 to Y10.4, wherein the 6-phosphogluconolactonase enzyme is expressed from a SOL gene.

Y11. The composition of embodiment Y10.4, wherein the SOL gene is a SOL3 gene.

Y12. The composition of any one of embodiments Y4 to Y11, wherein a glucose-6-phosphate dehydrogenase activity is added or increased.

Y13. The composition of embodiment Y12, wherein the yeast comprises a heterologous polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme, or wherein the yeast comprises multiple copies of an endogenous polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme.

Y14. The composition of embodiment Y13, wherein the polynucleotide that encodes the glucose-6-phosphate dehydrogenase enzyme is from a yeast.

Y15. The composition of embodiment Y14, wherein the yeast is a Yaccharomyces spp. yeast.

Y16. The composition of embodiment Y15, wherein the yeast is a Yaccharomyces cerevisiae strain.

Y17. The composition of any one of embodiments Y13 to Y17, wherein the glucose-6-phosphate dehydrogenase enzyme is expressed from a ZWF gene.

Y18. The composition of embodiment Y17, wherein the ZWF gene is a ZWF1 gene.

Y19. The composition of any one of embodiments Y1 to Y18, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.

Y20. The composition of embodiment Y19, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GYD), translation elongation factor (TEF-1), phosphoglucokinase (YGK-1) and triose phosphate dehydrogenase (TDH-1).

Y21. The composition of any one of embodiments Y1 to Y20, wherein the yeast includes a reduction in one or more of the following activities: phosphofructokinase (PFK) activity, phosphoglucoisomerase (PGI) activity, transketolase activity, transaldolase activity, or combination thereof.

Y22. The composition of embodiment Y21, wherein the yeast includes an alteration in one or more polynucleotides that inhibits production of one or more enzymes selected from the group consisting of phosphofructokinase (PFK) enzyme, phosphoglucoisomerase (PGI) enzyme, 6-phosphogluconate dehydrogenase (decarboxylating) enzyme, transketolase enzyme, transaldolase enzyme, or combination thereof.

Y23. The composition of embodiment Y22, wherein the transketolase enzyme is encoded by a TKL-1 coding sequence or a TKL-2 coding sequence.

Y24. The composition of embodiment Y22, wherein the transaldolase is encoded by a TAL-1 coding sequence.

Y25. The composition of embodiment Y22, wherein the phosphofructokinase (PFK) enzyme is a PFK-2 enzyme or PFK-1 enzyme.

Y26. The composition of any one of embodiments Y4 to Y25, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 gene or GND-2 gene.

Y27. The composition of embodiment Y22, wherein the PGI is encoded by a PGI-1 gene.

Y28. The composition of any one of embodiments Y1 to Y27, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are not integrated in the yeast nucleic acid.

Y29. The composition of embodiment Y28, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are in one or more plasmids.

Y30. The composition of any one of embodiments Y1 to Y29, wherein the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters are integrated in genomic DNA of the yeast.

Y31. The composition of embodiment Y30, wherein the polynucleotides, the promoters, or the polynucleotides and the promoters are integrated in a transposition integration event, in a homologous recombination integration event, or in a transposition integration event and a homologous recombination integration event.

Y32. The composition of embodiment Y31, wherein the transposition integration event includes transposition of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

Y33. The composition of embodiment Y31, wherein the homologous recombination integration event includes homologous recombination of an operon comprising two or more of the polynucleotide subsequences, the promoters, or the polynucleotide subsequences and the promoters.

Z1. A method, comprising contacting an engineered yeast of any one of embodiments Y1 to Y33 with a feedstock that contains one or more hexose sugars under conditions in which the microbe synthesizes ethanol.

Z2. The method of embodiment Z1, wherein the engineered yeast synthesizes ethanol to about 85% to about 99% of theoretical yield.

Z3. The method of embodiment Z1 or Z2, comprising recovering ethanol synthesized by the engineered yeast.

Z4. The method of any one of embodiments Z1 to Z3, wherein the conditions are fermentation conditions.

The entirety of each patent, patent application, publication and document referenced herein hereby is incorporated by reference. Citation of the above patents, patent applications, publications and documents is not an admission that any of the foregoing is pertinent prior art, nor does it constitute any admission as to the contents or date of these publications or documents.

Modifications may be made to the foregoing without departing from the basic aspects of the technology. Although the technology has been described in substantial detail with reference to one or more specific embodiments, those of ordinary skill in the art will recognize that changes may be made to the embodiments specifically disclosed in this application, yet these modifications and improvements are within the scope and spirit of the technology.

The technology illustratively described herein suitably may be practiced in the absence of any element(s) not specifically disclosed herein. Thus, for example, in each instance herein any of the terms “comprising,” “consisting essentially of,” and “consisting of” may be replaced with either of the other two terms. The terms and expressions which have been employed are used as terms of description and not of limitation, and use of such terms and expressions do not exclude any equivalents of the features shown and described or portions thereof, and various modifications are possible within the scope of the claimed technology. The term “a” or “an” can refer to one of or a plurality of the elements it modifies (e.g., “a reagent” can mean one or more reagents) unless it is contextually clear either one of the elements or more than one of the elements is described. The term “about” as used herein refers to a value within 10% of the underlying parameter (i.e., plus or minus 10%), and use of the term “about” at the beginning of a string of values modifies each of the values (i.e., “about 1, 2 and 3” refers to about 1, about 2 and about 3). For example, a weight of “about 100 grams” can include weights between 90 grams and 110 grams. Further, when a listing of values is described herein (e.g., about 50%, 60%, 70%, 80%, 85% or 86%) the listing includes all intermediate and fractional values thereof (e.g., 54%, 85.4%). Thus, it should be understood that although the present technology has been specifically disclosed by representative embodiments and optional features, modification and variation of the concepts herein disclosed may be resorted to by those skilled in the art, and such modifications and variations are considered within the scope of this technology.

Certain embodiments of the technology are set forth in the claim(s) that follow(s). 

1. A composition comprising an engineered Saccharomyces spp. yeast that comprises (i) alterations that add or increase a phosphogluconate dehydratase activity, a 2-keto-3-deoxygluconate-6-phosphate aldolase activity, and a 6-phosphogluconolactonase activity; and (ii) alterations that reduce or substantially remove a phosphofructokinase 1 (PFK1) activity, phosphofructokinase 2 (PFK2) activity, or PFK1 and PFK2 activity.
 2. The composition of claim 1, wherein the yeast is a Saccharomyces cerevisiae yeast strain.
 3. The composition of claim 1 that includes heterologous polynucleotides that encode independently a phosphogluconate dehydratase enzyme and a 2-keto-3-deoxygluconate-6-phosphate aldolase enzyme.
 4. The composition of claim 3, wherein the polynucleotides encoding the phosphogluconate dehydratase enzyme and the 3-deoxygluconate-6-phosphate aldolase enzyme independently are from an Escherichia spp. microbe or Psuedomonas spp. microbe.
 5. The composition of claim 4, wherein the Escherichia spp. microbe is an Escherichia coli strain.
 6. The composition of claim 4, wherein the Pseudomonas spp. microbe is a Pseudomonas aeruginosa strain.
 7. The composition of claim 4, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme is from a Pseudomonas aeruginosa strain.
 8. The composition of claim 7, wherein the polynucleotide that encodes the phosphogluconate dehydratase enzyme encodes an amino acid sequence comprising the polypeptide sequence of SEQ ID NO:
 70. 9. The composition of claim 1, wherein the yeast includes a heterologous polynucleotide, or multiple copies of an endogenous polynucleotide, that encodes a 6-phosphogluconolactonase enzyme.
 10. The composition of claim 9, wherein the polynucleotide that encodes the 6-phosphogluconolactonase enzyme encodes an amino acid sequence comprising the polypeptide sequence of SEQ ID NO:
 120. 11. The composition of claim 1, wherein the yeast comprises a genetic alteration that increases or adds a glucose-6-phosphate dehydrogenase activity.
 12. The composition of claim 11, wherein the yeast comprises a heterologous polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme, or wherein the yeast comprises multiple copies of an endogenous polynucleotide that encodes a glucose-6-phosphate dehydrogenase enzyme.
 13. The composition of claim 12, wherein the polynucleotide that encodes the glucose-6-phosphate dehydrogenase enzyme encodes an amino acid sequence comprising the polypeptide sequence any one of SEQ ID NOS: 119, 123, 127 and
 129. 14. The composition of claim 1, wherein the nucleic acid includes one or more promoters operable in a yeast, wherein the promoter is in operable connection with one or more of the polynucleotides.
 15. The composition of claim 14, wherein the promoter is selected from promoters that regulate glucose phosphate dehydrogenase (GBD), translation elongation factor (TEF-1), phosphoglucokinase (BGK-1) and triose phosphate dehydrogenase (TDH-1).
 16. The composition of claim 23, wherein the yeast includes an alteration in one or more polynucleotides that inhibits production of one or more enzymes chosen from a phosphoglucoisomerase (PGI) enzyme, 6-phosphogluconate dehydrogenase (decarboxylating) enzyme, transketolase enzyme, transaldolase enzyme, or combination thereof.
 17. The composition of claim 16, wherein the transketolase enzyme is encoded by a TKL-1 coding sequence comprising SEQ ID NO:
 499. 18. The composition of claim 16, wherein the transaldolase is encoded by a TAL-1 coding sequence comprising SEQ ID NO:
 497. 19. The composition of claim 16, wherein the 6-phosphogluconate dehydrogenase (decarboxylating) enzyme is encoded by a GND-1 coding sequence comprising SEQ ID NO:495 or GND-2 coding sequence comprising SEQ ID NO:
 496. 20. The composition of claim 24, wherein the PGI is encoded by a PGI-1 coding sequence comprising SEQ ID NO:
 494. 